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WO2024176728A1 - Sintered body and method for producing sintered body - Google Patents

Sintered body and method for producing sintered body Download PDF

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Publication number
WO2024176728A1
WO2024176728A1 PCT/JP2024/002456 JP2024002456W WO2024176728A1 WO 2024176728 A1 WO2024176728 A1 WO 2024176728A1 JP 2024002456 W JP2024002456 W JP 2024002456W WO 2024176728 A1 WO2024176728 A1 WO 2024176728A1
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Prior art keywords
sintered body
precipitation hardening
mass
sintered
calcined
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PCT/JP2024/002456
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French (fr)
Japanese (ja)
Inventor
泰弘 久保田
準 木本
到 上田
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Proterial Ltd
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Proterial Ltd
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Priority to JP2025502198A priority Critical patent/JPWO2024176728A1/ja
Publication of WO2024176728A1 publication Critical patent/WO2024176728A1/en
Anticipated expiration legal-status Critical
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B22CASTING; POWDER METALLURGY
    • B22FWORKING METALLIC POWDER; MANUFACTURE OF ARTICLES FROM METALLIC POWDER; MAKING METALLIC POWDER; APPARATUS OR DEVICES SPECIALLY ADAPTED FOR METALLIC POWDER
    • B22F1/00Metallic powder; Treatment of metallic powder, e.g. to facilitate working or to improve properties
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B22CASTING; POWDER METALLURGY
    • B22FWORKING METALLIC POWDER; MANUFACTURE OF ARTICLES FROM METALLIC POWDER; MAKING METALLIC POWDER; APPARATUS OR DEVICES SPECIALLY ADAPTED FOR METALLIC POWDER
    • B22F3/00Manufacture of workpieces or articles from metallic powder characterised by the manner of compacting or sintering; Apparatus specially adapted therefor ; Presses and furnaces
    • B22F3/02Compacting only
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B22CASTING; POWDER METALLURGY
    • B22FWORKING METALLIC POWDER; MANUFACTURE OF ARTICLES FROM METALLIC POWDER; MAKING METALLIC POWDER; APPARATUS OR DEVICES SPECIALLY ADAPTED FOR METALLIC POWDER
    • B22F3/00Manufacture of workpieces or articles from metallic powder characterised by the manner of compacting or sintering; Apparatus specially adapted therefor ; Presses and furnaces
    • B22F3/10Sintering only
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B22CASTING; POWDER METALLURGY
    • B22FWORKING METALLIC POWDER; MANUFACTURE OF ARTICLES FROM METALLIC POWDER; MAKING METALLIC POWDER; APPARATUS OR DEVICES SPECIALLY ADAPTED FOR METALLIC POWDER
    • B22F3/00Manufacture of workpieces or articles from metallic powder characterised by the manner of compacting or sintering; Apparatus specially adapted therefor ; Presses and furnaces
    • B22F3/12Both compacting and sintering
    • B22F3/14Both compacting and sintering simultaneously
    • B22F3/15Hot isostatic pressing
    • CCHEMISTRY; METALLURGY
    • C22METALLURGY; FERROUS OR NON-FERROUS ALLOYS; TREATMENT OF ALLOYS OR NON-FERROUS METALS
    • C22CALLOYS
    • C22C1/00Making non-ferrous alloys
    • C22C1/04Making non-ferrous alloys by powder metallurgy
    • CCHEMISTRY; METALLURGY
    • C22METALLURGY; FERROUS OR NON-FERROUS ALLOYS; TREATMENT OF ALLOYS OR NON-FERROUS METALS
    • C22CALLOYS
    • C22C19/00Alloys based on nickel or cobalt
    • C22C19/03Alloys based on nickel or cobalt based on nickel
    • C22C19/05Alloys based on nickel or cobalt based on nickel with chromium

Definitions

  • This invention relates to a sintered body and a method for manufacturing the sintered body, for example, a sintered body made of a gamma prime precipitation hardening type Ni-Cr-Fe alloy (such as ALLOY718) or a Ni-Cr-Mo-Al alloy (such as ALLOY713C or ALLOY713LC) and a method for manufacturing the sintered body.
  • a sintered body made of a gamma prime precipitation hardening type Ni-Cr-Fe alloy such as ALLOY718) or a Ni-Cr-Mo-Al alloy (such as ALLOY713C or ALLOY713LC) and a method for manufacturing the sintered body.
  • Gamma prime precipitation hardening alloy materials which have excellent high-temperature properties, are used in a variety of fields, such as aviation, space, and energy.
  • Gamma prime precipitation hardening alloy materials have excellent high-temperature properties due to the formation of a gamma prime phase ( ⁇ ' phase) in the alloy structure by precipitation hardening treatment.
  • Precipitation hardening treatment generally consists of solution treatment (solution heat treatment) and age hardening treatment (precipitation heat treatment).
  • Gamma prime precipitation hardening alloy materials are used in practice, for example, as a molten cast material disclosed in Japanese Patent No. 6610846, a forged material by powder solidification disclosed in Japanese Patent Publication No. 2007-277721, or a sintered material by powder injection molding disclosed in International Publication No. 2018-216067.
  • gamma prime precipitation hardening alloy materials are often used in products with aerodynamically complex shapes, such as gas turbine blades and turbocharger blades. Therefore, when mass-producing products with complex shapes using gamma prime precipitation hardening alloy materials, a manufacturing method that is easy to form in near net shape is preferred.
  • the metal injection molding method hereinafter referred to as "MIM" using metal powder disclosed in International Publication No. 2018-216067 is known.
  • MIM metal injection molding method
  • Patent No. 6610846 JP 2007-277721 A International Publication No. 2018-216067
  • a sintered body made of gamma prime precipitation hardening alloy powder to which MIM is applied (hereinafter simply referred to as "sintered body") is based on a solid-phase sintered structure formed by heating and sintering the alloy powder, and contains a gamma prime phase ( ⁇ ' phase) generated by precipitation hardening treatment after sintering.
  • Sintered bodies to which MIM is applied are prone to have fine voids in the sintered structure. Therefore, in order to make the sintered structure of the sintered body more dense and improve and stabilize its mechanical strength, HIP treatment (Hot Isostatic Pressing treatment) may be performed.
  • the object of the present invention is to provide a simple technical means for controlling the sintered structure of a sintered body after precipitation hardening to an appropriate form, and to provide a sintered body made of a gamma prime precipitation hardening alloy that has a specific mechanical strength in a room temperature environment of about 20°C and preferably in a high temperature environment of about 650°C, and a method for manufacturing the sintered body.
  • the specific mechanical strength of the sintered body in a room temperature environment of about 20°C and in a high temperature environment of about 650°C is determined based on the descriptions of "Mechanical properties at 20°C (68°F)” and “Mechanical properties of parts at high temperatures (649°C, 1200°F)" in the material data sheet "NickelAlloy IN718” (10.2011 edition) provided by EOS GmbH-Electro Optical Systems. The details are described below.
  • the Aerospace Material Specifications (AMS) mentioned later is an industrial standard issued by the Society of Automotive Engineers (SAE International), which is based in the United States.
  • the targeted mechanical strength of the sintered body in a room temperature environment of about 20° C. is as follows: ⁇ 0.2% yield strength of 1050 MPa or more>
  • the above-mentioned material data sheets state that the minimum required yield strength (0.2% proof stress) at room temperature is AMS5662 (1150 ⁇ 100 MPa, minimum value 1050 MPa) and AMS5664 (1240 ⁇ 100 MPa, minimum value 1140 MPa). Based on this description, the sintered body according to the present invention ensures a 0.2% proof stress of at least the minimum value (1050 MPa).
  • ⁇ Tensile strength of 1280 MPa or more> The above-mentioned material data sheets state that the minimum required tensile strength at room temperature is AMS5662 (1400 ⁇ 100 MPa, minimum value 1300 MPa) and AMS5664 (1380 ⁇ 100 MPa, minimum value 1280 MPa). Based on this description, the sintered body according to the present invention ensures the minimum value (1280 MPa) or more.
  • ⁇ Growth of 12% or more> The above-mentioned material data sheets state that the minimum required elongation (elongation at break) at room temperature is AMS5662 (15 ⁇ 3%, minimum value 12%) and AMS5664 (18 ⁇ 5%, minimum value 12%). Based on this description, the sintered body according to the present invention ensures the minimum value (12%) or more.
  • the mechanical strength of the sintered body in a targeted high-temperature environment of about 650° C. is as follows: ⁇ 0.2% yield strength of 870 MPa or more>
  • the above-mentioned material data sheets state that the minimum required yield strength (0.2% proof stress) at high temperatures is AMS5662 (970 ⁇ 50 MPa, minimum value 862 MPa) and AMS5664 (1010 ⁇ 50 MPa). Based on this description, the sintered body according to the present invention ensures a 0.2% proof stress of at least the minimum value (862 MPa rounded to 870 MPa).
  • ⁇ Tensile strength of 970 MPa or more> The above-mentioned material data sheets state that the minimum tensile strength required at high temperatures is AMS5662 (1170 ⁇ 50 MPa, minimum value 965 MPa) and AMS5664 (1210 ⁇ 50 MPa). Based on this description, the sintered body according to the present invention ensures a tensile strength of at least the minimum value (965 MPa rounded to 970 MPa). ⁇ Growth of 6% or more>
  • the above-mentioned material data sheets state that the minimum required elongation (elongation at break) at high temperatures is AMS5662 (16 ⁇ 3%, minimum value 6%) and AMS5664 (20 ⁇ 3%). Based on this description, the sintered body according to the present invention ensures elongation of the above-mentioned minimum value (6%) or more.
  • the inventors conducted numerous experiments to produce sintered bodies by MIM using alloy powder, which is a well-known type of gamma prime precipitation hardening alloy and has a chemical composition equivalent to Alloy 718 specified in AMS 5377G. They then investigated the manufacturing conditions and sintered structures of numerous sintered bodies and found that appropriate adjustment of the N (nitrogen) content ratio at the calcined body stage is important for controlling the sintered structure of the sintered body after precipitation hardening to an appropriate form. After further ingenuity, they came up with a means for easily adjusting the N content ratio of the calcined body. In detail, they obtained an experimental formula showing the relationship between the N content ratio of the calcined body and the N content ratio of the sintered body after precipitation hardening.
  • the sintered body according to the present invention is made of a gamma prime precipitation hardening alloy and contains 0.011% to 0.056% by mass of N (nitrogen) after precipitation hardening.
  • a sintered body having this configuration has a predetermined mechanical strength after precipitation hardening, i.e., a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (approximately 20°C) environment.
  • the sintered body according to the present invention is preferably a sintered body containing 0.016% by mass or more and 0.055% by mass or less of N (nitrogen) after precipitation hardening.
  • a sintered body having this configuration is a preferred sintered body that has a predetermined preferred mechanical strength after precipitation hardening, i.e., a tensile strength of 1280 MPa or more, a 0.2% yield strength of 1050 MPa or more, and an elongation of 12% or more in a room temperature (approximately 20°C) environment, and a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (approximately 650°C) environment.
  • the gamma prime precipitation hardening alloy may be a Ni-based alloy that contains, relative to the base Ni (nickel), the essential elements C (carbon), Cr (chromium), Mo (molybdenum), Nb (niobium), Ti (titanium), Al (aluminum), B (boron) and Zr (zirconium), and the possible elements Mn (manganese), Si (silicon), P (phosphorus), S (sulfur), Co (cobalt), Ta (tantalum), Fe (iron), Cu (copper) and Hf (hafnium), with the balance being N (nitrogen) and impurity elements.
  • the present invention also provides a method for producing a sintered body, the sintered body being made of a gamma prime precipitation hardening alloy and containing 0.011% by mass or more and 0.056% by mass or less of N after precipitation hardening, comprising: a molded body preparation step of injection molding a kneaded product containing a gamma prime precipitation hardening type alloy powder and an organic component to prepare a molded body; a degreased body preparation step of removing organic components constituting the compact to prepare a degreased body; a calcined body producing step of sintering the alloy powder constituting the degreased body in a furnace by first heating to produce a calcined body; a sintered body preparation step of sintering the alloy powder constituting the calcined body in a furnace by a second heating at a temperature higher than the first heating to prepare an actual sintered body; A precipitation hardening step of precipitation hardening the actual sintered body, In the
  • This manufacturing method makes it possible to produce a sintered body having a predetermined mechanical strength after precipitation hardening, i.e., a 0.2% proof stress of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20°C) environment.
  • the method for producing a sintered body according to the present invention preferably, in the calcined body production step, nitrogen gas is introduced into the furnace to adjust the N content of the calcined body to 0.017% by mass or more and 0.059% by mass or less, and the precipitation hardening step produces the sintered body containing 0.016% by mass or more and 0.055% by mass or less of N.
  • This production method makes it possible to produce a preferred sintered body that has a predetermined preferred mechanical strength after precipitation hardening, i.e., a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20°C) environment, and a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (about 650°C) environment.
  • a predetermined preferred mechanical strength after precipitation hardening i.e., a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20°C) environment, and a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation
  • the gamma prime precipitation hardening type alloy powder may be a Ni-based alloy powder that contains, relative to the base Ni, essential elements including C, Cr, Mo, Nb, Ti, Al, B and Zr, and optionally contains one or more of Mn, Si, P, S, Co, Ta, Fe, Cu and Hf, with the remainder being impurity elements.
  • the method for producing a sintered body according to the present invention preferably further includes a HIP process in which the actual sintered body is held under high temperature and pressure, and the precipitation hardening process is carried out after the HIP process.
  • the simple means of introducing nitrogen gas into the furnace in the calcined body preparation process to adjust the N contained in the calcined body to a specific range and then carrying out the precipitation hardening process it is possible to provide a sintered body made of a gamma prime precipitation hardening type alloy that has a specific mechanical strength in a room temperature environment of about 20°C, and preferably also has a specific mechanical strength in a high temperature environment of about 650°C.
  • FIG. 2 is a diagram illustrating a process flow of a method for producing a sintered body according to the present invention.
  • 1 is a graph (scatter plot) showing the measured values of the N content and 0.2% yield strength of a sintered body after precipitation hardening.
  • 1 is a graph (scatter plot) showing the measured values of the N content and tensile strength of a sintered body after precipitation hardening.
  • 1 is a graph (scatter plot) showing the measured values of the N content and elongation of a sintered body after precipitation hardening.
  • 1 is a graph (scatter diagram) showing the measured values of the N content ratio of the sintered body after precipitation hardening, the N content ratio of the actual sintered body (silver body), and the N content ratio of the calcined body.
  • the sintered body and method for manufacturing a sintered body according to the present invention will be described with reference to the drawings as appropriate.
  • the sintered body and method for manufacturing a sintered body according to the present invention are not limited to the embodiments and examples exemplified herein, but are set forth in the claims, and it is appropriate to understand that all modifications within the meaning and scope equivalent to the claims are included.
  • the terms and symbols related to the sintered body and the method for manufacturing a sintered body may be shared in the description of the specification and drawings without special notice.
  • the sintered body according to the present invention is made of a gamma prime precipitation hardening alloy and contains 0.011% to 0.056% by mass of N (nitrogen) after precipitation hardening.
  • the sintered body having this configuration has a predetermined mechanical strength after precipitation hardening, and can have the target room temperature strength, i.e., a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20°C) environment.
  • the sintered body according to the present invention also preferably contains 0.016% to 0.055% by mass of N after precipitation hardening.
  • the sintered body having this configuration has a predetermined preferred mechanical strength after precipitation hardening, and can have the target room temperature strength described above, and can also have the target preferred high temperature strength, i.e., a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (about 650°C) environment.
  • the growth of crystal grains is essential for sintered bodies made of gamma prime precipitation hardening alloys to ensure high-temperature strength.
  • sintered bodies made of gamma prime precipitation hardening alloys may have reduced room-temperature strength due to excessive growth of crystal grains.
  • the N content of the sintered body after precipitation hardening is 0.011 mass% or more and 0.056 mass% or less (preferably 0.016 mass% or more and 0.055 mass% or less)
  • the sintered body after precipitation hardening has the above-mentioned specific room-temperature strength, and preferably has both the above-mentioned specific room-temperature strength and the above-mentioned specific high-temperature strength.
  • the sintered structure constituting the sintered body is controlled to an appropriate form during the sintering process, precipitation hardening process, and HIP process, etc., for producing a sintered body after precipitation hardening using a calcined body with an N content ratio adjusted to a specific range, and the sintered structure constituting the sintered body is controlled to an appropriate form during the high-temperature heating process exceeding 1000°C, and the sintered body contains N in the above-mentioned specific range after precipitation hardening.
  • the sintered body after precipitation hardening may not reach the target 0.2% yield strength under room temperature environment.
  • the sintered structure constituting the sintered body was not controlled to an appropriate form during the above-mentioned high-temperature heat treatment, and as a result, the sintered body after precipitation hardening had insufficient 0.2% yield strength under room temperature environment.
  • the N content of the sintered body after precipitation hardening exceeds 0.056% by mass, the sintered body after precipitation hardening may not reach the target elongation under room temperature environment and high temperature environment.
  • the sintered body after precipitation hardening may reach the target 0.2% yield strength in a room temperature environment, but may not reach the target 0.2% yield strength in a high temperature environment.
  • the sintered structure constituting the sintered body is not controlled to a more appropriate and preferable form during the above-mentioned high-temperature heat treatment, and as a result, while the 0.2% yield strength in a room temperature environment reaches the target after precipitation hardening, the sintered body has insufficient 0.2% yield strength in a high temperature environment.
  • the sintered body according to the present invention is made of a gamma prime precipitation hardening alloy and contains N in the above-mentioned specific range after precipitation hardening.
  • a gamma prime precipitation hardening alloy a gamma prime phase ( ⁇ ' phase) that is a precipitation strengthening phase of fine intermetallic compounds is formed.
  • This gamma prime phase ( ⁇ ' phase) improves the mechanical strength of the alloy.
  • gamma prime precipitation hardening alloys suitable for this invention include Ni-based alloys having chemical components equivalent to the Ni-Cr-Fe alloy ALLOY718 and the Ni-Cr-Mo-Al alloys ALLOY713C and ALLOY713LC.
  • the gamma prime precipitation hardening Ni-based alloy suitable for this invention contains, in the base Ni (nickel), the essential elements C (carbon), Cr (chromium), Mo (molybdenum), Nb (niobium), Ti (titanium), Al (aluminum), B (boron), and Zr (zirconium).
  • the gamma prime precipitation hardening Ni-based alloy suitable for this invention contains, in the base Ni, one or more of Mn (manganese), Si (silicon), P (phosphorus), S (sulfur), Co (cobalt), Ta (tantalum), Fe (iron), Cu (copper), and Hf (hafnium) as possible elements, with the remainder being composed of impurity elements.
  • the specific compositions (ranges of chemical components) of the above-mentioned Ni-based alloys are exemplified below in mass %.
  • the above-mentioned Ni-based alloys contain, relative to the base Ni, the following essential elements: 0.002% to 0.08% C, 11.0% to 21.0% Cr, 2.8% to 5.2% Mo, 1.5% to 5.5% Nb, 0.50% to 1.2% Ti, 0.3% to 6.5% Al, 0.001% to 0.02% B, and 0.05% to 0.2% Zr.
  • the Ni-based alloy may contain, for example, one or more of the following elements relative to the base Ni: 0.35% or less Mn, 0.5% or less Si, 0.015% or less P, 0.015% or less S, 1.0% or less Co, 0.15% or less Ta, 1.0% or less Fe, 0.5% or less Cu, and 2.0% or less Hf, with the remainder being impurity elements.
  • the sintered body according to the present invention may be made of the gamma prime precipitation hardening type Ni-based alloy described above, and may contain the above-mentioned specific range of N after precipitation hardening.
  • the gamma prime phase ( ⁇ ' phase) has a face-centered cubic structure, and Al, Ti, Nb or Ta are regularly arranged at the corners, and Ni, Co, Fe or Mo are regularly arranged at the face center.
  • Ni 3 Al which is a typical composition of the gamma prime phase ( ⁇ ' phase)
  • the mechanical strength of the sintered body at high temperatures is improved by solid solution strengthening in the parent phase ( ⁇ matrix phase) and precipitation strengthening in the grain boundaries.
  • the solid solution strengthening elements are Cr and Mo among the essential elements and Co and Fe among the elements that can be contained. Cr also contributes to improving the corrosion resistance and oxidation resistance.
  • the grain boundary strengthening elements are C, B, and Zr, which are essential elements.
  • C forms carbides with Cr, Mo, Nb, Ti, Zr and Ta, and contributes to grain boundary strengthening.
  • B forms borides with Zr, Cr, Ta, etc., and contributes to improving rupture strength.
  • Cu and Hf are beneficial if contained within the range exemplified above, while excessive content is likely to be harmful.
  • Mn, Si, P and S are likely to be harmful if contained in excess beyond the range exemplified above. It is also possible to use W instead of Mo, but in that case, it is preferable to adjust the Mo equivalent (Mo+W/2) to 2.8% or more and 5.2% or less.
  • the method for producing a sintered body according to the present invention includes a molded body production step, a degreased body production step, a calcined body production step, a sintered body production step, and a precipitation hardening step, as shown in the process flow of Figure 1. It is also preferable that the method further includes a HIP treatment step. When the HIP treatment step is included, the precipitation hardening step is performed after the HIP treatment step.
  • a compact (green body) is manufactured using alloy powder and organic components, as shown in Fig. 1. Specifically, a mixture (compound) containing gamma prime precipitation hardening type alloy powder and organic components is injection molded to manufacture the compact.
  • MIM is preferably applied.
  • the application of MIM makes it possible to mold the molded body into a near-net shape with high precision, facilitating the mass production of sintered bodies.
  • the kneaded material heated to an appropriate temperature is injected into the mold cavity of an MIM-compatible injection molding device, and cooled at the appropriate time while being held at an appropriate pressure, after which the mold is opened and demolded.
  • Such a molded body manufacturing process using MIM makes it easy to mass-produce molded bodies (green bodies).
  • the shape of the mold cavity is preferably designed to correspond to the shape of the molded body (green body).
  • the shape of the molded body (green body) is also preferably designed taking into consideration the amount of distortion of the degreased body and the amount of shrinkage of the sintered body, etc.
  • the organic components contained in the kneaded material are organic compounds that function as binders for the alloy powder.
  • Binders that are mainly organic compounds can be made by combining waxes, polymeric resins, and other additives, for example.
  • Waxes can be selected from paraffin wax, carnauba wax, and other materials as needed.
  • Polymeric resins can be selected from polyethylene, polypropylene, acrylic resins, EVA (ethylene-vinyl acetate copolymer resin), styrene-based rubber, and other materials as needed.
  • Other additives can be selected and added as needed to obtain a kneaded material suitable for MIM.
  • the compounding ratio of alloy powder in the kneaded material is preferably 55% to 70% by volume.
  • the gamma prime precipitation hardening type alloy powder is a metal powder made of a gamma prime precipitation hardening type alloy.
  • the gamma prime precipitation hardening type alloy powder may be a Ni-based alloy powder, an Fe-based alloy powder, a Co-based alloy powder, or the like.
  • the gamma prime precipitation hardening type Ni-based alloy powder may contain, relative to the base Ni, essential elements such as C, Cr, Mo, Nb, Ti, Al, B, and Zr, and may contain, as possible elements, one or more of Mn, Si, P, S, Co, Ta, Fe, Cu, and Hf, with the remainder being composed of impurity elements.
  • Gamma prime precipitation hardening type Ni-based alloy powder contains, relative to the base Ni, essential elements such as 0.002% to 0.08% C, 11.0% to 21.0% Cr, 2.8% to 5.2% Mo, 1.5% to 5.5% Nb, 0.50% to 1.2% Ti, 0.3% to 6.5% Al, 0.001% to 0.02% B, and 0.05% to 0.2% Zr.
  • the gamma prime precipitation hardening type Ni-based alloy powder contains, in relation to the base Ni, one or more of the following elements that can be contained, for example, 0.35% or less Mn, 0.5% or less Si, 0.015% or less P, 0.015% or less S, 1.0% or less Co, 0.15% or less Ta, 1.0% or less Fe, 0.5% or less Cu, and 2.0% or less Hf, with the remainder being made up of impurity elements.
  • the Cr content is preferably set to 14.0% or less (11.0% or more) to suppress a decrease in the liquid phase formation temperature (melting point).
  • the C content is preferably set to 0.002% or more (0.07% or less) to appropriately disperse and form grain boundary strengthening carbides.
  • a degreased body (brown body) is prepared using a compact (green body). Specifically, the degreased body is prepared by removing the organic components that make up the compact. The process of removing the binder from the compact (green body) is called degreasing, and the organic components are removed by this degreasing.
  • Degreasing to remove organic components from a compact may be solvent degreasing, in which the compact is immersed in a solution to dissolve the organic components, or heat degreasing, in which the compact is heated to an appropriate temperature to dissolve and burn the organic components.
  • combined degreasing may be performed in which solvent degreasing using a compact is followed by heat degreasing, in which the compact after solvent degreasing is heated to an appropriate temperature to dissolve and burn the remaining organic components.
  • Combined degreasing of solvent degreasing and heat degreasing tends to suppress defects such as swelling, distortion, and cracking that tend to occur with sintering of alloy powder.
  • the compact after solvent degreasing is a solvent-degreased body composed of the remaining organic components and alloy powder, with some of the organic components removed.
  • the compact after heat degreasing or the solvent-degreased body after heat degreasing is a heat-degreased body composed of the alloy powder, with most of the organic components removed.
  • the heated degreased body can also be produced by heating in the calcined body production process, which is a process that combines part or all of the degreased body production process with the calcined body production process described below.
  • a solvent degreased body can be produced using a molded body (green body) in the degreased body production process, and the heated degreased body can be produced by heating the solvent degreased body in the calcined body production process.
  • the calcined body can be produced by holding the temperature at a suitable temperature for thermal degreasing during the heating step in the calcined body production process for a suitable time, and then raising the temperature to a suitable temperature for producing the calcined body and holding it thereafter for a suitable time.
  • the heating step in the calcined body production process is performed so that degreasing from the molded body (green body) gradually progresses to produce a heated degreased body
  • the heated degreased body can be produced on the way to a temperature suitable for producing the calcined body without going through the solvent degreased body.
  • a step can be added to hold the temperature at a time suitable for thermal degreasing on the way to a temperature suitable for producing the calcined body.
  • a calcined body is prepared using a degreased body (Brown body). Specifically, the degreased body (Brown body) is placed in a furnace, and the gamma prime precipitation hardened alloy powder constituting the degreased body is lightly sintered by heating (hereinafter referred to as "first heating") at an appropriate temperature and time to prepare a calcined body.
  • the degreased body (Brown body) used in the calcined body preparation step may be either a solvent degreased body or a heated degreased body.
  • the calcined body can be prepared by using a molded body (green body) to make it into a heated degreased body during the temperature increase step of the first heating, and continuing the first heating from the heated degreased body state.
  • the calcined body preparation step also serves as the degreased body preparation step.
  • the first heating step includes a step of heating and holding the gamma prime precipitation hardening type alloy powder constituting the degreased body (Brown body) at an appropriate temperature and for an appropriate time for slight sintering.
  • the first heating step preferably includes a step of heating and holding at a temperature of about 1000°C.
  • the holding temperature of the first heating step is excessively lower than 1000°C, the sintered structure of the calcined body formed by the first heating step (hereinafter referred to as the "calcined structure") becomes weak, and the calcined body is easily damaged due to handling errors, etc.
  • the N content of the calcination body is adjusted to 0.013% by mass or more and 0.064% by mass or less.
  • the sintered structure constituting the sintered body is controlled to an appropriate form during the high-temperature heat treatment described above.
  • a sintered body having the above-mentioned specific room temperature strength after precipitation hardening can be easily produced.
  • the sintered body after precipitation hardening contains 0.011% by mass or more and 0.056% by mass or less of N.
  • nitrogen gas is preferably introduced into the furnace to adjust the N content of the calcined body to 0.017% by mass or more and 0.059% by mass or less. This is believed to enable the sintered structure constituting the sintered body to be controlled to a more appropriate and preferable form during the high-temperature heat treatment described above. As a result, a preferable sintered body that has both the specific room-temperature strength and the specific high-temperature strength described above after precipitation hardening can be easily prepared. The sintered body after precipitation hardening then contains 0.016% by mass or more and 0.055% by mass or less of N.
  • the sintered body after precipitation hardening may not reach the target 0.2% yield strength under room temperature environment.
  • the sintered structure constituting the sintered body was not controlled to an appropriate form during the above-mentioned high-temperature heat treatment, and as a result, the sintered body after precipitation hardening had insufficient 0.2% yield strength under room temperature environment.
  • the N content of the calcined body exceeds 0.064 mass%, the sintered body after precipitation hardening may not reach the target elongation under room temperature environment and high temperature environment.
  • the sintered body after precipitation hardening may reach the target 0.2% yield strength in a room temperature environment, but may not reach the target 0.2% yield strength in a high-temperature environment.
  • the sintered structure constituting the sintered body is not controlled to a more appropriate and preferable form during the above-mentioned high-temperature heat treatment, and as a result, while the 0.2% yield strength in a room temperature environment reaches the target after precipitation hardening, the sintered body has insufficient 0.2% yield strength in a high-temperature environment.
  • the calcined body is used to prepare an actual sintered body (silver body). Specifically, the calcined body is placed in a furnace, and the gamma prime precipitation hardening alloy powder constituting the calcined body is sufficiently sintered by heating (hereinafter referred to as "second heating") at a temperature higher than the first heating and held for an appropriate time, to prepare an actual sintered body (silver body).
  • second heating heating
  • a sintered body that has not been subjected to the HIP treatment process and the precipitation hardening process is called an actual sintered body (silver body), and is distinguished from an actual sintered body that has been subjected to the HIP treatment process and a sintered body that has been subjected to the precipitation hardening process.
  • the second heating includes a step of heating and holding the gamma prime precipitation hardening alloy powder at an appropriate temperature and time for sufficient sintering (hereinafter referred to as "main sintering") to occur in the calcined structure of the calcined body, which has been lightly sintered by the first heating.
  • the holding temperature of the second heating is set to a temperature at or above which the calcined structure of the calcined body can be main sintered to form a sintered structure, and below the temperature at which the calcined structure of the calcined body begins to melt.
  • the holding temperature of the second heating can be set to, for example, 1250°C or higher and 1300°C or lower.
  • the inside of the furnace in which the second heating is performed is set to a non-oxidizing atmosphere, preferably a non-oxidizing atmosphere that does not use nitrogen gas, to suppress excessive incorporation of N into the sintered structure of the actual sintered body (silver body).
  • HIP treatment process As shown in FIG. 1, the actual sintered body (silver body) is subjected to HIP treatment (Hot Isostatic Pressing treatment) in which the actual sintered body is held under high temperature and high pressure.
  • HIP treatment Hot Isostatic Pressing treatment
  • a precipitation hardening process is performed after the HIP treatment.
  • the actual sintered body that has undergone the HIP treatment process is called a sintered body after the HIP treatment, and is distinguished from the actual sintered body (silver body) that has not undergone the HIP treatment process and the sintered body that has undergone the precipitation hardening process.
  • the HIP treatment on the actual sintered body (silver body) before the precipitation hardening treatment, thereby increasing the relative density (sintering density) of the actual sintered body (silver body) that is in a relatively soft state without precipitation hardening.
  • the sintered body after HIP treatment has a higher relative density (sintered density) than the actual sintered body (silver body) before HIP treatment, because the pores that existed in the sintered structure softened by holding at high temperature are crushed and densified by holding at high pressure.
  • the sintered structure of the sintered body before HIP treatment changes to a sintered structure containing relatively coarse crystal grains after HIP treatment due to the growth of crystal grains caused by holding at high temperature during HIP treatment.
  • a sintered body with a sintered structure containing relatively coarse crystal grains may have high high-temperature strength but low room-temperature strength.
  • the sintered structure is controlled to an appropriate form during HIP treatment due to the N contained in the actual sintered body (silver body), resulting in a sintered structure in which relatively coarse crystal grains are unlikely to exist, and it is thought that the decrease in room-temperature strength is easily suppressed.
  • the sintered body after precipitation hardening is considered to have a sintered structure constituting the sintered body controlled to an appropriate form during the high-temperature heat treatment, and as a result, it has the above-mentioned specific room temperature strength, and preferably has both the above-mentioned specific room temperature strength and the above-mentioned specific high temperature strength.
  • the precipitation hardening treatment carried out in the precipitation hardening step may be a treatment that is carried out by appropriately combining a solution treatment and an aging treatment.
  • the precipitation hardening treatment preferably employs a heating step that maintains the temperature and time at an appropriate temperature that does not melt the matrix phase and that makes it difficult to promote the growth of the crystal grains that make up the sintered structure, making it easy for the gamma prime phase ( ⁇ ' phase) and the carbide phase to dissolve in solid solution.
  • the precipitation hardening treatment is preferably carried out in a non-oxidizing atmosphere, and more preferably in a non-oxidizing atmosphere that does not use nitrogen gas.
  • the N content of the sintered body after precipitation hardening was in the range of 0.011% by mass or more and 0.056% by mass or less, with the range of 0.016% by mass or more and 0.055% by mass or less being considered preferable).
  • the actual sintered body obtained in the sintered body production process had a grain size number of about 8 to 9 (equivalent to a grain size of about 15 ⁇ m to 23 ⁇ m).
  • the precipitation-hardened sintered body obtained by subjecting the actual sintered body to precipitation hardening treatment after HIP treatment had a grain size number of about 8 to 9 (equivalent to a grain size of about 15 ⁇ m to 23 ⁇ m).
  • the precipitation-hardened sintered body still had a crystal size approximately equal to that of the actual sintered body. From this, it is believed that in sintered bodies in which the N content ratio after precipitation hardening is 0.011 mass% or more and 0.056 mass% or less (preferably 0.016 mass% or more and 0.055 mass% or less), the matrix phase does not melt due to the N content ratio, and the growth of the crystal grains that make up the sintered structure is not easily promoted, so the gamma prime phase ( ⁇ ' phase) and carbide phase are suitably dissolved.
  • the N content of the sintered body after precipitation hardening was outside the range of 0.011 mass% or more and 0.056 mass% or less.
  • the actual sintered body obtained in the sintered body production process had a grain size number of about 5.5 to 8.5 (equivalent to a grain size of about 18 ⁇ m to 55 ⁇ m).
  • the precipitation-hardened sintered body obtained by subjecting the actual sintered body to HIP treatment followed by precipitation hardening treatment had a grain size number of about 3 to 6 (equivalent to a grain size of about 45 ⁇ m to 130 ⁇ m).
  • a sintered body having an N content ratio of 0.011 mass% to 0.056 mass% (preferably 0.016 mass% to 0.055 mass%) after precipitation hardening will have a crystal size that is approximately equal (1x) to the d50 (10 ⁇ m to 17 ⁇ m) of the alloy powder used and is approximately 2.5x or less. From this perspective, in this invention, a sintered body can be obtained in which the crystal grains that make up the sintered structure after precipitation hardening are 10 ⁇ m to 45 ⁇ m (equivalent circle diameter).
  • the sintered body after precipitation hardening is made of a gamma prime precipitation hardening type alloy, contains 0.011 mass% to 0.056 mass% N, and has the specific room temperature strength described above.
  • the sintered body after precipitation hardening is made of a gamma prime precipitation hardening type alloy, contains 0.016 mass% to 0.055 mass% N, and is a preferred sintered body that has both the specific room temperature strength and the specific high temperature strength described above.
  • the sintered body after precipitation hardening according to this invention can be used as it is, or can be used after machining or the like.
  • a first empirical formula showing the relationship between the N content ratio of the sintered body after precipitation hardening and the mechanical properties of the sintered body after precipitation hardening
  • a second empirical formula showing the relationship between the N content ratio of the calcined body and the N content ratio of the sintered body after precipitation hardening
  • the first empirical formula was used to predict the range of the N content ratio of the sintered body after precipitation hardening in which the mechanical properties of the sintered body after precipitation hardening satisfy the target
  • the second empirical formula was used to predict the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening falls within a specific range.
  • the first empirical formula described above is a model (regression model) for predicting the range of the N content of the sintered body after precipitation hardening in which the mechanical properties of the sintered body after precipitation hardening satisfy the target, and is referred to as the first model.
  • the second empirical formula described above is a model (regression model) for predicting the range of the N content of the calcined body in which the N content of the sintered body after precipitation hardening falls within a specific range, and is referred to as the second model.
  • the mechanical properties of the sintered body after precipitation hardening are the dependent variable
  • the N content of the sintered body after precipitation hardening is the independent variable.
  • the N content of the sintered body after precipitation hardening is the dependent variable
  • the N content of the calcined body is the independent variable.
  • the dependent variable for each independent variable was obtained as a predicted value, and the overall average of the predicted values, the maximum value (Ymax) of the absolute values of the difference between the overall average and each predicted value, and the Mean Absolute Error (MAE) were obtained.
  • the reliability of the first model was determined mainly based on the coefficient of determination (R 2 ), taking into consideration Ymax and MAE, and referring to the Root Mean Square Error (RMSE) and Root Mean Squared Logarithmic Error (RMSLE).
  • the dependent variable for the independent variable was obtained, and the range of the independent variable corresponding to a specific range (interval) of the dependent variable was calculated backwards as a predicted value.
  • the reliability of the second model was determined mainly based on R 2 , and referring to the RMSE and RMSLE.
  • the main guideline for R2 in determining the reliability of a model was based on the concept of machine learning, and models with R2 ⁇ 0.7 ( R2 ⁇ 1) were unconditionally determined to be “reliable”.
  • Models with 0.6 ⁇ R2 ⁇ 0.7 were determined to be "reliable” under the condition that the independent variables were given a margin of about 30% in order to improve reliability.
  • Models with 0.5 ⁇ R2 ⁇ 0.6 were determined to be "reliable” under the condition that the independent variables were given a margin of about 50% in order to sufficiently improve reliability.
  • Models with R2 ⁇ 0.5 were unconditionally determined to be "unreliable”. The closer the coefficient of determination ( R2 ) is to 1, and the smaller the values of Ymax, MAE, RMSE, and RMSLE are, the more accurate the prediction.
  • the kneaded material was injection molded to produce a compact (green body).
  • the kneaded material used was a gamma prime precipitation hardening type alloy powder and a binder.
  • the kneaded material was injection molded into the die cavity of an injection molding device to produce a cylindrical (round bar) compact (green body) with a diameter of approximately 8 mm and a length of approximately 50 mm.
  • the gamma prime precipitation hardening type alloy powder was an alloy powder having a chemical composition equivalent to Alloy 718 as specified in AMS 5377G. The specifications of the chemical composition (mass%) of the alloy powder are detailed below.
  • the base of the alloy powder was Ni in the range of 50.0% to 55.0%.
  • the essential elements of the alloy powder are 0% to 0.08% C, 17.0% to 21.0% Cr, 2.80% to 3.30% Mo, 4.75% to 5.50% Nb, 0.75% to 1.15% Ti, 0.30% to 0.70% Al, 0% to 0.006% B, and 0% to 0.01% Zr.
  • the elements that can be contained in the alloy powder are 0% to 0.35% Mn, 0% to 0.35% Si, 0% to 0.015% P, 0% to 0.015% S, 0% to 1.0% Co, 0% to 0.1% Ta, and 0% to 0.30% Cu, with the balance being Fe and impurity elements.
  • the particle size distribution specifications of the alloy powder were determined from the cumulative volume distribution curve (laser diffraction scattering method) with a median diameter d50 of 10 ⁇ m to 17 ⁇ m, d10 of 3 ⁇ m to 9 ⁇ m, and d90 of 20 ⁇ m to 25 ⁇ m, with a maximum diameter of 53 ⁇ m or less.
  • the binder was made by blending paraffin wax, polypropylene, polyolefin resin, and styrene resin containing organic components.
  • a degreased body (brown body) was produced by performing solvent degreasing to mainly remove paraffin wax components, followed by thermal degreasing. Specifically, as a process combining the degreased body production process and the calcined body production process, the molded body (green body) was placed in the furnace used in the calcined body production process. Then, during the first heating carried out in the calcined body production process, the molded body (green body) was thermally degreased to produce a heated degreased body. Note that in the first heating carried out in the above-mentioned calcined body production process, the inside of the furnace during the thermal degreasing stage was a reduced pressure atmosphere with argon gas introduced.
  • the calcination was carried out by the first heating. Specifically, the furnace was set to a specific atmosphere, and the molded body (green body) was heated and degreased during the first heating to form a degreased body (brown body), and then the calcination was carried out at a temperature suitable for the preparation of the calcination, to produce the calcination.
  • the calcined body was used to produce an actual sintered body (silver body). Specifically, the calcined body was placed in a furnace and argon gas was introduced while controlling the pressure to perform the second heating, and the actual sintered body (silver body) was produced by heating and holding at a temperature at which the calcined structure of the calcined body could be sufficiently sintered to form a sintered structure.
  • the temperature was held for 4 hours when it reached approximately 1260°C.
  • the temperature was held for 4 hours when it reached approximately 1250°C.
  • the temperature was held for 4 hours when it reached approximately 1220°C.
  • the temperature was held for 4 hours when it reached approximately 1230°C.
  • the temperature was held for 4 hours when it reached approximately 1210°C.
  • the actual sintered body was subjected to a HIP treatment process before the precipitation hardening process.
  • the HIP treatment was performed by placing the actual sintered body (silver body) in a furnace, creating an argon gas atmosphere, setting the holding pressure to about 100 MPa, and heating and holding at about 1160°C for about 1 hour. Note that in Experiments 1, 2 and 9, the actual sintered body (silver body) was not subjected to HIP treatment.
  • the actual sintered body (silver body) or the sintered body after HIP treatment was subjected to precipitation hardening treatment to produce a precipitation-hardened sintered body.
  • the precipitation hardening treatment was a process in which the actual sintered body (silver body) or the sintered body after HIP treatment was subjected to solution treatment and then aging treatment.
  • the solution treatment the actual sintered body (silver body) or the sintered body after HIP treatment was placed in a furnace, sufficiently reduced pressure to create a vacuum, and heated and held at approximately 1050°C for 1 hour.
  • the sintered body after solution treatment was placed in a furnace, sufficiently reduced pressure to create a vacuum, heated and held at approximately 720°C for 8 hours, then cooled, and when it reached approximately 620°C, it was kept at that temperature for 8 hours.
  • the above process flow was used to obtain the calcined bodies, the actual sintered bodies (silver bodies), and the sintered bodies after precipitation hardening for Experiments 1 to 11.
  • the N content ratio was then analyzed for the calcined bodies, the actual sintered bodies (silver bodies), and the sintered bodies after precipitation hardening for Experiments 1 to 11.
  • the room temperature strength and high temperature strength were also measured for the sintered bodies after precipitation hardening for Experiments 1 to 11.
  • the N content ratio was analyzed using an oxygen/nitrogen analyzer (EMGA-920 manufactured by Horiba, Ltd.).
  • the room temperature strength was measured with reference to JIS-Z2241:2011, and a tensile test was performed in an environment of approximately 20°C using a test piece with a central dimension of 3 mm in diameter and 7 mm in length, to measure the 0.2% yield strength, tensile strength, and elongation.
  • the high temperature strength was measured with reference to JIS-G0567:2020, and a tensile test was performed in an environment of approximately 650°C using the same test piece as above, to measure the 0.2% yield strength, tensile strength, and elongation. The results are shown in Table 1.
  • an empirical formula (empirical approximation formula) was derived based on the measurement data of the sintered body after precipitation hardening shown in Table 1. Specifically, taking into consideration practicality and ease, a general-purpose spreadsheet software (Microsoft Excel) was used to create a graph (scatter plot) of the N content ratio and mechanical properties of the sintered body after precipitation hardening, and a polynomial (quadratic) approximation formula was obtained using the graph's auxiliary functions.
  • Microsoft Excel Microsoft Excel
  • the polynomial (quadratic) approximation formula was defined as an empirical formula (empirical approximation formula) and used as a regression model to predict the range of the N content ratio of the sintered body after precipitation hardening in which the mechanical properties meet the target.
  • Table 2 shows the predicted values of the mechanical properties predicted by each of the first models described below using the actual measured values of the N content ratio of the sintered body after precipitation hardening in Experiments 1 to 11 (see Table 1).
  • FIG. 2 is a graph (scatter diagram) created by a general-purpose spreadsheet using the measured values of the N content ratio and 0.2% yield strength of the sintered body after precipitation hardening.
  • the horizontal axis of the graph is the N content ratio of the sintered body after precipitation hardening.
  • the vertical axis of the graph is the 0.2% yield strength in a room temperature environment (hereinafter referred to as "room temperature yield strength”) and the 0.2% yield strength in a high temperature environment (hereinafter referred to as "high temperature yield strength").
  • the room temperature yield strength is indicated by " ⁇ ”.
  • the high temperature yield strength is indicated by " ⁇ ".
  • One of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the room temperature yield strength.
  • the other of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the high temperature yield strength.
  • the range of the N content ratio of the sintered body after precipitation hardening was predicted with the R 2 of the first model as the main judgment, taking into consideration Ymax and MAE, and referring to RMSE and RMSLE.
  • the target of the room temperature proof stress in the first model is 1050 MPa or more
  • the target of the high temperature proof stress is 870 MPa or more.
  • the prediction results for the room temperature proof stress by the first model are shown in Table 3, and the prediction results for the high temperature proof stress are shown in Table 4.
  • the prediction result by the first model for room temperature yield strength was 0.0110 or more and 0.0770 or less when y was 1050 or more and met the target in the range of x ⁇ 0. Also, when x was 0.0440, y was maximum. As a result, the prediction result was that the N content ratio of the sintered body after precipitation hardening when the room temperature yield strength of the sintered body after precipitation hardening becomes the target of 1050 MPa or more is 0.0110 mass% or more and 0.0770 mass% or less.
  • This first model for room temperature yield strength has an R2 of about 0.73, which is larger than 0.7, which is the reliability benchmark.
  • the error estimated from MAE (about 27) is about 2.4%
  • the deviation estimated from Ymax (about 96) is about 8.6%.
  • both the RMSE (about 32) and the RMSLE (about 0.028) are not at a level that calls into question the reliability. From the above perspective, the prediction results of the first model for room temperature strength are unlikely to be significantly affected by outliers, and therefore can be judged to be "reliable.”
  • the prediction results of the first model for high temperature yield strength were such that, in the range of x ⁇ 0, when y was 870 or more and met the target, x was 0.0158 or more and 0.1308 or less. In addition, when x was 0.0733, y was maximum. As a result, the prediction result was that the N content ratio of the sintered body after precipitation hardening when the high temperature yield strength of the sintered body after precipitation hardening was the target of 870 MPa or more was 0.0158 mass% or more and 0.1308 mass% or less.
  • This first model for high temperature yield strength has an R2 of about 0.81, which is sufficiently larger than 0.7, which was used as a guideline for reliability.
  • FIG. 3 is a graph (scatter diagram) created by a general-purpose spreadsheet using the measured values of the N content ratio and tensile strength of the sintered body after precipitation hardening.
  • the horizontal axis of the graph is the N content ratio of the sintered body after precipitation hardening.
  • the vertical axis of the graph is the tensile strength in a room temperature environment (hereinafter referred to as "room temperature tensile strength”) and the tensile strength in a high temperature environment (hereinafter referred to as "high temperature tensile strength").
  • the room temperature tensile strength is indicated by " ⁇ ”.
  • the high temperature tensile strength is indicated by " ⁇ ".
  • One of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the room temperature tensile strength.
  • the other of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the high temperature tensile strength.
  • the range of the N content ratio of the sintered body after precipitation hardening was predicted with the R 2 of the first model as the main judgment, taking into consideration Ymax and MAE, and referring to RMSE and RMSLE.
  • the target of the room temperature tensile strength in the first model is 1280 MPa or more
  • the target of the high temperature tensile strength is 970 MPa or more.
  • the prediction results for the room temperature tensile strength by the first model are shown in Table 5, and the prediction results for the high temperature tensile strength are shown in Table 6.
  • the prediction result by the first model for room temperature tensile strength was 0.0071 or more and 0.0808 or less when y was 1280 or more and met the target in the range of x ⁇ 0. Also, when x was 0.0439, y was maximum. As a result, the predicted result was that the N content ratio of the sintered body after precipitation hardening when the room temperature tensile strength of the sintered body after precipitation hardening was the target 1280 MPa or more was 0.0071 mass% or more and 0.0808 mass% or less.
  • This first model for room temperature tensile strength has an R2 of about 0.89, which is sufficiently larger than 0.7, which is the reliability benchmark.
  • the prediction results of the first model for high temperature tensile strength were such that, in the range of x ⁇ 0, when y was 970 or more and met the target, x was 0.0000 or more and 0.1187 or less. Also, when x was 0.0585, y was maximum. As a result, the prediction result was that the N content ratio of the sintered body after precipitation hardening when the high temperature tensile strength of the sintered body after precipitation hardening was the target of 970 MPa or more was 0.0000 mass% or more and 0.1187 mass% or less.
  • This first model for high temperature tensile strength has an R2 of about 0.81, which is sufficiently larger than 0.7, which is used as a guideline for reliability.
  • FIG. 4 is a graph (scatter diagram) created by a general-purpose spreadsheet using the measured values of the N content ratio and elongation of the sintered body after precipitation hardening.
  • the horizontal axis of the graph is the N content ratio of the sintered body after precipitation hardening.
  • the vertical axis of the graph is the elongation in a room temperature environment (hereinafter referred to as "room temperature elongation”) and the elongation in a high temperature environment (hereinafter referred to as "high temperature elongation").
  • the room temperature elongation is indicated by " ⁇ ”.
  • the high temperature elongation is indicated by " ⁇ ".
  • One of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the room temperature elongation.
  • the other of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the high temperature elongation.
  • the range of the N content ratio of the sintered body after precipitation hardening was predicted with the R 2 of the first model as the main judgment, taking into consideration Ymax and MAE, and referring to RMSE and RMSLE.
  • the target of the room temperature elongation in the first model is 1280 MPa or more
  • the target of the high temperature elongation is 970 MPa or more.
  • the prediction results for the room temperature elongation by the first model are shown in Table 7, and the prediction results for the high temperature elongation are shown in Table 8.
  • the prediction results of the first model for room temperature elongation were such that, in the range of x ⁇ 0, when y was 12 or more and met the target, x was 0.0000 or more and 0.0606 or less. Also, when x was 0.0289, y was maximum. As a result, the predicted result was that the N content ratio of the sintered body after precipitation hardening when the room temperature elongation of the sintered body after precipitation hardening was the target of 12% or more was 0.0000 mass% or more and 0.0606 mass% or less.
  • the first model for room temperature elongation had an R2 of about 0.68, which is slightly smaller than 0.7, which was used as a guideline for reliability.
  • the condition of giving a margin of about 30% to the independent variable was applied as described above.
  • the independent variable x (0.0564) was obtained such that the dependent variable y was about 1.3 times (15.7) of 12.1 shown in Table 7, and the upper limit of the interval of the N content ratio of the sintered body after precipitation hardening was predicted based on the x value (0.0564).
  • the predicted result was that the N content ratio of the sintered body after precipitation hardening when the room temperature elongation of the sintered body after precipitation hardening becomes the target 12% or more is 0.0000 mass% or more and 0.0564 mass% or less.
  • the predicted result of the first model related to room temperature elongation may be influenced by outliers, but it can be judged to be "reliable" by including a margin of about 30% in the upper limit of the interval.
  • the prediction results of the first model for high-temperature elongation were such that, in the range of x ⁇ 0, when y was 6 or more and met the target, x was 0.0000 or more and 0.0608 or less.
  • y tended to decrease without inflection with respect to an increase in x.
  • the prediction result was that the N content ratio of the sintered body after precipitation hardening when the high-temperature elongation of the sintered body after precipitation hardening was the target of 12% or more was 0.0000 mass% or more and 0.0606 mass% or less.
  • the first model for high-temperature elongation had an R2 of about 0.53, which is significantly smaller than 0.7, which was used as a guideline for reliability.
  • the error estimated from MAE (about 3.0) was about 20%, and the deviation estimated from Ymax (about 8.1) was about 53%, compared to the overall average of the predicted values shown in Table 2 (about 15.2%), both of which were quite large.
  • the RMSE (about 4.1) is not at a level that calls into question the reliability, but the RMSLE (about 0.274) is at a level that calls into question the reliability. From the above viewpoints, it was determined that the prediction results of the first model regarding high-temperature elongation may be affected by outliers, and it was decided to provide a margin to the independent variables in order to improve the reliability.
  • the condition of giving a margin of about 50% to the independent variable was applied as described above.
  • the independent variable x (0.0546) was obtained such that the dependent variable y was about 1.5 times (9.1) of 6.0 shown in Table 8, and the upper limit of the interval of the N content ratio of the sintered body after precipitation hardening was predicted based on the x value (0.0546).
  • the N content ratio of the sintered body after precipitation hardening when the high-temperature elongation of the sintered body after precipitation hardening becomes the target 6% or more was predicted to be 0.0000 mass% or more and 0.0546 mass% or less.
  • the prediction result of the first model related to high-temperature elongation may be influenced by outliers, but it can be judged to be "reliable" by including a margin of about 50% in the upper limit of the interval.
  • the first model for each mechanical property constructed based on the measurement data shown in Table 1 was used to predict the range of N content of the sintered body after precipitation hardening in which each mechanical property meets the target.
  • room temperature yield strength it was 0.0110 mass% or more and 0.0770 mass% or less.
  • room temperature tensile strength it was 0.0071 mass% or more and 0.0808 mass% or less.
  • room temperature elongation it was 0.0000 mass% or more and 0.0564 mass% or less.
  • the range of N content of the sintered body after precipitation hardening is limited by the room temperature yield strength at the lower limit of the interval and limited by the room temperature elongation at the upper limit of the interval. It can also be seen that the range of N content of the sintered body after precipitation hardening that simultaneously meets the targets of 0.2% yield strength, tensile strength, and elongation in a room temperature (about 20°C) environment is 0.0110 mass% or more, which is the maximum value of the lower limit of the interval, and 0.0564 mass% or less, which is the minimum value of the upper limit of the interval.
  • a sintered body made of a gamma prime precipitation hardening alloy containing 0.011% to 0.056% by mass (rounded to the nearest 4 decimal points) of N after precipitation hardening is highly likely to have a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (approximately 20°C) environment.
  • the range of the N content of the sintered body after precipitation hardening that simultaneously satisfies the targets of 0.2% yield strength, tensile strength, and elongation in a high-temperature (approximately 650°C) environment is equal to or more than the maximum value of the lower limit of the interval of 0.0158 mass% and equal to or less than the minimum value of the upper limit of the interval of 0.0546 mass%.
  • a sintered body made of a gamma prime precipitation hardening alloy containing 0.016% to 0.055% by mass (rounded to the nearest tenth) of N after precipitation hardening is highly likely to have a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high-temperature (approximately 650°C) environment.
  • the range of N content of the sintered body after precipitation hardening that satisfies the target high-temperature strength described above (0.016 mass% or more and 0.055 mass% or less) is included in the range of N content of the sintered body after precipitation hardening that satisfies the target room-temperature strength described above (0.011 mass% or more and 0.056 mass% or less). From this perspective, it can be determined that a sintered body made of a gamma prime precipitation hardening type alloy and containing 0.016 mass% or more and 0.055 mass% or less of N after precipitation hardening has a sufficiently high possibility of simultaneously satisfying the targets of room-temperature strength and high-temperature strength described above.
  • a graph (scatter diagram) was created in the same manner as in constructing the first model, using the N content ratios (actual measurements) of the calcined body, the actual sintered body (silver body), and the sintered body after precipitation hardening shown in Table 1, and a polynomial (quadratic) approximation equation was obtained and defined as an empirical formula (experimental approximation equation).
  • the empirical formula (experimental approximation equation) was then used as a regression model, with the N content ratio in the front-end process as the independent variable and the N content ratio in the rear-end process as the dependent variable, and the N content ratio in the rear-end process was predicted with a specific N content ratio in the front-end process as the target.
  • the calcined body corresponds to the front-end process
  • the actual sintered body corresponds to the rear-end process
  • the actual sintered body corresponds to the front-end process
  • the sintered body after precipitation hardening corresponds to the rear-end process
  • the calcined body corresponds to the front-end process
  • the sintered body after precipitation hardening corresponds to the rear-end process.
  • Figure 5 is a graph (scatter plot) showing a combination model of the calcined body and the actual sintered body, a combination model of the actual sintered body and the sintered body after precipitation hardening, and a combination model of the calcined body and the sintered body after precipitation hardening.
  • the horizontal axis of the graph is the N content ratio in the previous process.
  • the vertical axis of the graph is the N content ratio in the subsequent process.
  • the combination model of the calcined body and the actual sintered body is indicated by " ⁇ ”.
  • the combination model of the actual sintered body and the sintered body after precipitation hardening is indicated by " ⁇ ”.
  • the combination model of the calcined body and the sintered body after precipitation hardening is indicated by " ⁇ ".
  • one of the curves shown by the solid line is a polynomial (quadratic) approximation equation showing the relationship between the calcined body and the actual sintered body.
  • the other curve shown by the solid line is a polynomial (quadratic) approximation equation showing the relationship between the actual sintered body and the sintered body after precipitation hardening.
  • the dashed curve is a polynomial (quadratic) approximation that shows the relationship between the calcined body and the sintered body after precipitation hardening.
  • ⁇ Prediction of N content of calcined body 1> In order to predict the range of the N content ratio of the calcined body that makes the N content ratio of the sintered body after precipitation hardening in a specific range, a prediction 1 of the N content ratio of the calcined body was performed via the N content ratio of the actual sintered body. Specifically, the two polynomial (second-order) approximation formulas shown by solid lines in FIG.
  • the second model q Ap 2 + Bp + C
  • the N content ratio of the calcined body was set as an independent variable p, and the p value was given to obtain the N content ratio (q value) of the actual sintered body that becomes the dependent variable q.
  • the range of p values corresponding to a specific range (section) of r values was predicted.
  • the r value section is from 0.0110 (lower limit side) to 0.0564 (upper limit side) and from 0.0158 (lower limit side) to 0.0546 (upper limit side).
  • the results of prediction 1 of the N content ratio of the calcined body by the second model via the N content ratio of the actual sintered body are shown in Table 9.
  • the second model related to prediction 1 has an R2 of about 0.98 and about 1.00, which is sufficiently larger than 0.7, which is a guideline for reliability, and is close to 1.
  • both RMSE and RMSLE are sufficiently small and are not at a level where reliability is doubted. From the above viewpoint, the prediction result of the second model related to prediction 1 is considered to be unlikely to be significantly influenced by outliers, so it can be judged to be "reliable".
  • the N content of the calcined body was set as the independent variable p, and the N content of the sintered body after precipitation hardening was given a p value to obtain the N content (r value) that becomes the dependent variable r.
  • the range of p values corresponding to the specific range (interval) of the r value was predicted.
  • the interval of the r value is the same as the case of prediction 1 described above.
  • the results of prediction 2 of the N content of the calcined body by the second model that does not go through the N content of the actual sintered body are shown in Table 10.
  • the second model related to prediction 2 has an R 2 of about 0.98, which is sufficiently larger than 0.7, which is used as a guideline for reliability, and is close to 1.
  • both RMSE and RMSLE are sufficiently small and not at a level that calls into question the reliability. From the above viewpoint, it is considered that the prediction result of the second model related to prediction 2 is unlikely to be significantly affected by outliers, and therefore it can be judged to be "reliable.”
  • the second model constructed based on the N content ratios (actual measurements) of the calcined body, the actual sintered body (silver body), and the sintered body after precipitation hardening shown in Table 1 was used to predict the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening is in a specific range.
  • the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening is in the range of 0.0110 mass% to 0.0564 mass% was 0.0132 mass% to 0.0639 mass% in Prediction 1, and 0.0133 mass% to 0.0635 mass% in Prediction 2.
  • the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening is in the range of 0.0110 mass% to 0.0564 mass% is equal to or greater than the maximum value of the lower limit of the range, 0.0133 mass%, and equal to or less than the minimum value of the upper limit of the range, 0.0635 mass%.
  • the range of the N content of the calcined body that makes the N content of the sintered body after precipitation hardening in the preferred range of 0.0158 mass% or more and 0.0546 mass% or less is 0.0167 mass% or more and 0.0595 mass% or less for prediction 1, and 0.0167 mass% or more and 0.0593 mass% or less for prediction 2.
  • the range of the N content of the calcined body that makes the N content of the sintered body after precipitation hardening in the preferred range of 0.0158 mass% or more and 0.0546 mass% or less is equal to or greater than the maximum value of the lower limit of the interval, 0.0167 mass%, and equal to or less than the minimum value of the upper limit of the interval, 0.0593 mass%.
  • nitrogen gas should be introduced into the furnace in the calcination body production process to adjust the calcined body to contain 0.013 to 0.064 mass% N (rounded to the nearest 4 decimal points). Also, in order to produce a preferred sintered body containing 0.016 to 0.055 mass% N after precipitation hardening, nitrogen gas should be introduced into the furnace in the calcination body production process to adjust the calcined body to contain 0.017 to 0.059 mass% N (rounded to the nearest 4 decimal points).
  • a simple manufacturing method such as adjusting the N content of the calcined body to 0.013% by mass or more and 0.064% by mass or less, it is possible to easily provide a sintered body made of a gamma prime precipitation hardening type alloy, which contains 0.011% by mass or more and 0.056% by mass or less of N after precipitation hardening, and which has a 0.2% yield strength of 1,050 MPa or more, a tensile strength of 1,280 MPa or more, and an elongation of 12% or more in a room temperature (about 20° C.) environment.
  • a preferred sintered body that is made of a gamma prime precipitation hardening type alloy, contains 0.016% by mass or more and 0.055% by mass or less of N after precipitation hardening, and has a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20° C.) environment, and has a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (about 650° C.) environment.

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Abstract

According to the present invention, when a calcined body is formed by heating and sintering an injection molded body, which contains a gamma-prime precipitation hardening alloy powder, after degreasing, a nitrogen gas is introduced into the furnace so that the N content ratio in the calcined body is 0.013% by mass to 0.064% by mass (preferably, 0.017% by mass to 0.059% by mass), and a sintered body that is obtained by further heating and sintering the calcined body is subjected to a precipitation hardening treatment, thereby obtaining a precipitation hardened sintered body that is formed of a gamma-prime precipitation hardening alloy and contains 0.011% by mass to 0.056% by mass (preferably, 0.016% by mass to 0.055% by mass) of N.

Description

焼結体および焼結体の製造方法Sintered body and method for producing the same

 この発明は、焼結体および焼結体の製造方法に関し、たとえば、ガンマプライム析出硬化型のNi-Cr-Fe系合金(ALLOY718など)やNi-Cr-Mo-Al系合金(ALLOY713CやALLOY713LCなど)などからなる焼結体および焼結体の製造方法に関する。 This invention relates to a sintered body and a method for manufacturing the sintered body, for example, a sintered body made of a gamma prime precipitation hardening type Ni-Cr-Fe alloy (such as ALLOY718) or a Ni-Cr-Mo-Al alloy (such as ALLOY713C or ALLOY713LC) and a method for manufacturing the sintered body.

 優れた高温特性を有するガンマプライム析出硬化型の合金材は、たとえば、航空関連、宇宙関連、エネルギー関連など、多様な分野で利用されている。ガンマプライム析出硬化型の合金材は、析出硬化処理を施すことにより合金組織中にガンマプライム相(γ’相)が形成されて、優れた高温特性を有するようになる。析出硬化処理は、一般に、溶体化処理(固溶化熱処理)と時効硬化処理(析出熱処理)とで構成される。ガンマプライム析出硬化型の合金材は、たとえば、特許第6610846号公報に開示される溶解鋳造材、特開2007-277721号公報に開示される粉末固化による鍛造成形材または国際公開第2018-216067号公報に開示される粉末射出成形による焼結成形材として、実用されている。 Gamma prime precipitation hardening alloy materials, which have excellent high-temperature properties, are used in a variety of fields, such as aviation, space, and energy. Gamma prime precipitation hardening alloy materials have excellent high-temperature properties due to the formation of a gamma prime phase (γ' phase) in the alloy structure by precipitation hardening treatment. Precipitation hardening treatment generally consists of solution treatment (solution heat treatment) and age hardening treatment (precipitation heat treatment). Gamma prime precipitation hardening alloy materials are used in practice, for example, as a molten cast material disclosed in Japanese Patent No. 6610846, a forged material by powder solidification disclosed in Japanese Patent Publication No. 2007-277721, or a sintered material by powder injection molding disclosed in International Publication No. 2018-216067.

 ところで、ガンマプライム析出硬化型の合金材は、たとえば、ガスタービン翼やターボチャージャー翼などの空力学的に複雑な形状を有する製品に使用されることが多い。そのため、ガンマプライム析出硬化型の合金材を用いた複雑な形状を有する製品を量産する場合、ニアネットシェイプでの成形が容易な製造方法が好まれる。ニアネットシェイプでの成形が容易な製造方法の一つとして、国際公開第2018-216067号公報に開示される金属粉末を用いるメタルインジェクションモールド法(以下、「MIM」という。)が知られている。MIMの適用が可能なガンマプライム析出硬化型の合金材は、高精度のニアネットシェイプ成形による量産が容易になり、市場への安価な提供が可能になる。 By the way, gamma prime precipitation hardening alloy materials are often used in products with aerodynamically complex shapes, such as gas turbine blades and turbocharger blades. Therefore, when mass-producing products with complex shapes using gamma prime precipitation hardening alloy materials, a manufacturing method that is easy to form in near net shape is preferred. As one manufacturing method that is easy to form in near net shape, the metal injection molding method (hereinafter referred to as "MIM") using metal powder disclosed in International Publication No. 2018-216067 is known. Gamma prime precipitation hardening alloy materials to which MIM can be applied can be easily mass-produced by high-precision near net shape molding, and can be provided to the market at low cost.

特許第6610846号公報Patent No. 6610846 特開2007-277721号公報JP 2007-277721 A 国際公開第2018-216067号公報International Publication No. 2018-216067

 MIMを適用したガンマプライム析出硬化型の合金粉末からなる焼結体(以下、単に「焼結体」という。)は、合金粉末の加熱焼結により形成された固相焼結組織をベースとし、焼結後の析出硬化処理によって生成されたガンマプライム相(γ’相)を含む。MIMを適用した焼結体は、焼結組織中に微細な空孔が存在しやすい。そのため、焼結体の焼結組織をより緻密化して機械的強さの向上および安定化を図るため、HIP処理(Hot Isostatic Pressing treatment)を施すことがある。HIP処理中、高温高圧下で長時間保持された焼結体は、その焼結組織を構成する結晶粒が成長して粗大化する。また、HIP処理の後に析出硬化処理を施しても、焼結体のHIP処理で粗大化した結晶粒は再構成されにくい。焼結体の結晶粒の粗大化は、クリープ特性やクリープラプチャー特性など、焼結体の高温特性の向上に寄与する要因になる。一方、焼結体の結晶粒の粗大化は、0.2%耐力、引張強さおよび伸びなど、焼結体の常温環境下や高温環境下の機械的特性を低下させる要因になる。 A sintered body made of gamma prime precipitation hardening alloy powder to which MIM is applied (hereinafter simply referred to as "sintered body") is based on a solid-phase sintered structure formed by heating and sintering the alloy powder, and contains a gamma prime phase (γ' phase) generated by precipitation hardening treatment after sintering. Sintered bodies to which MIM is applied are prone to have fine voids in the sintered structure. Therefore, in order to make the sintered structure of the sintered body more dense and improve and stabilize its mechanical strength, HIP treatment (Hot Isostatic Pressing treatment) may be performed. During HIP treatment, when a sintered body is held for a long time under high temperature and pressure, the crystal grains that make up the sintered structure grow and become coarse. In addition, even if a precipitation hardening treatment is performed after HIP treatment, the crystal grains that have become coarse by the HIP treatment of the sintered body are difficult to reconstruct. The coarsening of the crystal grains of the sintered body is a factor that contributes to improving the high-temperature properties of the sintered body, such as creep properties and creep rupture properties. On the other hand, coarsening of the crystal grains of a sintered body leads to a decrease in the mechanical properties of the sintered body at room temperature and in high temperature environments, such as 0.2% proof stress, tensile strength, and elongation.

 この発明の目的は、析出硬化後の焼結体の焼結組織を適切な形態に制御する簡易な技術的手段を提供し、約20℃の常温環境下で特定の機械的強さを有し、望ましくは約650℃の高温環境下で特定の機械的強さを有する、ガンマプライム析出硬化型の合金からなる焼結体および焼結体の製造方法を提供することである。 The object of the present invention is to provide a simple technical means for controlling the sintered structure of a sintered body after precipitation hardening to an appropriate form, and to provide a sintered body made of a gamma prime precipitation hardening alloy that has a specific mechanical strength in a room temperature environment of about 20°C and preferably in a high temperature environment of about 650°C, and a method for manufacturing the sintered body.

 この発明では、焼結体の約20℃の常温環境下および約650℃の高温環境下における特定の機械的強さを、EOS GmbH-Electro Optical Systemsが提供する材料データシート「NickelAlloy IN718」(10.2011版)の「20℃(68°F)での機械特性」および「高温(649℃、1200°F)での部品の機械特性」の記載に基づいて決定する。以下、具体的に記載する。なお、後出するAMS(Aerospace Material Specifications)は、米国に本拠を置く自動車技術者協会(SAE International)が発行する工業規格である。 In this invention, the specific mechanical strength of the sintered body in a room temperature environment of about 20°C and in a high temperature environment of about 650°C is determined based on the descriptions of "Mechanical properties at 20°C (68°F)" and "Mechanical properties of parts at high temperatures (649°C, 1200°F)" in the material data sheet "NickelAlloy IN718" (10.2011 edition) provided by EOS GmbH-Electro Optical Systems. The details are described below. The Aerospace Material Specifications (AMS) mentioned later is an industrial standard issued by the Society of Automotive Engineers (SAE International), which is based in the United States.

 目標とする約20℃の常温環境下における焼結体の機械的強さは、以下の通りである。
<1050MPa以上の0.2%耐力>
 上記の材料データシートには、常温で最低限必要とされる降伏強度(0.2%耐力)として、AMS5662(1150±100MPa、最低値1050MPa)およびAMS5664(1240±100MPa、最低値1140MPa)が記載される。この記載に基づいて、この発明に係る焼結体では、上記最低値(1050MPa)以上の0.2%耐力を確保する。
<1280MPa以上の引張強さ>
 上記の材料データシートには、常温で最低限必要とされる引張強さとして、AMS5662(1400±100MPa、最低値1300MPa)およびAMS5664(1380±100MPa、最低値1280MPa)が記載される。この記載に基づいて、この発明に係る焼結体では、上記最低値(1280MPa)以上を確保する。
<12%以上の伸び>
 上記の材料データシートには、常温で最低限必要とされる伸び(破断点伸び)として、AMS5662(15±3%、最低値12%)およびAMS5664(18±5%、最低値12%)が記載される。この記載に基づいて、この発明に係る焼結体では、上記最低値(12%)以上を確保する。
The targeted mechanical strength of the sintered body in a room temperature environment of about 20° C. is as follows:
<0.2% yield strength of 1050 MPa or more>
The above-mentioned material data sheets state that the minimum required yield strength (0.2% proof stress) at room temperature is AMS5662 (1150±100 MPa, minimum value 1050 MPa) and AMS5664 (1240±100 MPa, minimum value 1140 MPa). Based on this description, the sintered body according to the present invention ensures a 0.2% proof stress of at least the minimum value (1050 MPa).
<Tensile strength of 1280 MPa or more>
The above-mentioned material data sheets state that the minimum required tensile strength at room temperature is AMS5662 (1400±100 MPa, minimum value 1300 MPa) and AMS5664 (1380±100 MPa, minimum value 1280 MPa). Based on this description, the sintered body according to the present invention ensures the minimum value (1280 MPa) or more.
<Growth of 12% or more>
The above-mentioned material data sheets state that the minimum required elongation (elongation at break) at room temperature is AMS5662 (15±3%, minimum value 12%) and AMS5664 (18±5%, minimum value 12%). Based on this description, the sintered body according to the present invention ensures the minimum value (12%) or more.

 目標とする約650℃の高温環境下における焼結体の機械的強さは、以下の通りである。
<870MPa以上の0.2%耐力>
 上記の材料データシートには、高温で最低限必要とされる降伏強度(0.2%耐力)として、AMS5662(970±50MPa、最低値862MPa)およびAMS5664(1010±50MPa)が記載される。この記載に基づいて、この発明に係る焼結体では、上記最低値(862MPaを丸めて870MPa)以上の0.2%耐力を確保する。
<970MPa以上の引張強さ>
 上記の材料データシートには、高温で最低限必要とされる引張強さとして、AMS5662(1170±50MPa、最低値965MPa)およびAMS5664(1210±50MPa)が記載される。この記載に基づいて、この発明に係る焼結体では、上記最低値(965MPaを丸めて970MPa)以上の引張強さを確保する。
<6%以上の伸び>
 上記の材料データシートには、高温で最低限必要とされる伸び(破断点伸び)として、AMS5662(16±3%、最低値6%)およびAMS5664(20±3%)が記載される。この記載に基づいて、この発明に係る焼結体では、上記最低値(6%)以上の伸びを確保する。
The mechanical strength of the sintered body in a targeted high-temperature environment of about 650° C. is as follows:
<0.2% yield strength of 870 MPa or more>
The above-mentioned material data sheets state that the minimum required yield strength (0.2% proof stress) at high temperatures is AMS5662 (970±50 MPa, minimum value 862 MPa) and AMS5664 (1010±50 MPa). Based on this description, the sintered body according to the present invention ensures a 0.2% proof stress of at least the minimum value (862 MPa rounded to 870 MPa).
<Tensile strength of 970 MPa or more>
The above-mentioned material data sheets state that the minimum tensile strength required at high temperatures is AMS5662 (1170±50 MPa, minimum value 965 MPa) and AMS5664 (1210±50 MPa). Based on this description, the sintered body according to the present invention ensures a tensile strength of at least the minimum value (965 MPa rounded to 970 MPa).
<Growth of 6% or more>
The above-mentioned material data sheets state that the minimum required elongation (elongation at break) at high temperatures is AMS5662 (16±3%, minimum value 6%) and AMS5664 (20±3%). Based on this description, the sintered body according to the present invention ensures elongation of the above-mentioned minimum value (6%) or more.

 発明者は、ガンマプライム析出硬化型の合金の著名な1種であり、AMS5377Gに規定されるアロイ718相当の化学成分を有する合金粉末を用いて、MIMにより焼結体を試作する多数の実験をした。そして、多数の焼結体の製造条件や焼結組織などを探究し、仮焼体の段階のN(窒素)含有比の適切な調製が析出硬化後の焼結体の焼結組織を適切な形態に制御するために重要であることを突き止めた。その後、さらに工夫を重ねて、仮焼体のN含有比の容易な調製手段に想到した。詳細には、仮焼体のN含有比と析出硬化後の焼結体のN含有比との関係性を示す実験式を知得した。その実験式に基づいて、析出硬化後の焼結体のN含有比から析出硬化後の焼結体の機械的特性を予測可能な簡易なモデル(回帰モデル)を構築した。その回帰モデルを利用して、最終的に析出硬化後の焼結体のN含有比および仮焼体のN含有比の適切な範囲を見出し、この発明に到った。 The inventors conducted numerous experiments to produce sintered bodies by MIM using alloy powder, which is a well-known type of gamma prime precipitation hardening alloy and has a chemical composition equivalent to Alloy 718 specified in AMS 5377G. They then investigated the manufacturing conditions and sintered structures of numerous sintered bodies and found that appropriate adjustment of the N (nitrogen) content ratio at the calcined body stage is important for controlling the sintered structure of the sintered body after precipitation hardening to an appropriate form. After further ingenuity, they came up with a means for easily adjusting the N content ratio of the calcined body. In detail, they obtained an experimental formula showing the relationship between the N content ratio of the calcined body and the N content ratio of the sintered body after precipitation hardening. Based on the experimental formula, they constructed a simple model (regression model) that can predict the mechanical properties of the sintered body after precipitation hardening from the N content ratio of the sintered body after precipitation hardening. Using the regression model, they finally found the appropriate range of the N content ratio of the sintered body after precipitation hardening and the N content ratio of the calcined body, leading to this invention.

 この発明に係る焼結体は、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下のN(窒素)を含む、焼結体である。この構成を有する焼結体は、析出硬化後に所定の機械的強さ、すなわち、常温(約20℃)環境下において、1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有する、焼結体となる。 The sintered body according to the present invention is made of a gamma prime precipitation hardening alloy and contains 0.011% to 0.056% by mass of N (nitrogen) after precipitation hardening. A sintered body having this configuration has a predetermined mechanical strength after precipitation hardening, i.e., a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (approximately 20°C) environment.

 この発明に係る焼結体は、好ましくは、析出硬化後に0.016質量%以上0.055質量%以下のN(窒素)を含む、焼結体である。この構成を有する焼結体は、析出硬化後に所定の好ましい機械的強さ、すなわち、常温(約20℃)環境下において、1280MPa以上の引張強さ、1050MPa以上の0.2%耐力および12%以上の伸びを有するとともに、高温(約650℃)環境下において、870MPa以上の0.2%耐力、970MPa以上の引張強さおよび6%以上の伸びを有する、好ましい焼結体となる。 The sintered body according to the present invention is preferably a sintered body containing 0.016% by mass or more and 0.055% by mass or less of N (nitrogen) after precipitation hardening. A sintered body having this configuration is a preferred sintered body that has a predetermined preferred mechanical strength after precipitation hardening, i.e., a tensile strength of 1280 MPa or more, a 0.2% yield strength of 1050 MPa or more, and an elongation of 12% or more in a room temperature (approximately 20°C) environment, and a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (approximately 650°C) environment.

 この発明に係る焼結体において、ガンマプライム析出硬化型の前記合金は、基となるNi(ニッケル)に対して、含有必須元素として、C(炭素)、Cr(クロム)、Mo(モリブデン)、Nb(ニオブ)、Ti(チタン)、Al(アルミニウム)、B(ホウ素)およびZr(ジルコニウム)を含み、含有可能元素として、Mn(マンガン)、Si(ケイ素)、P(燐)、S(硫黄)、Co(コバルト)、Ta(タンタル)、Fe(鉄)、Cu(銅)およびHf(ハフニウム)のうちの1種または1種以上を含み、残部がN(窒素)および不純物元素により構成される、Ni基合金であってよい。 In the sintered body according to the present invention, the gamma prime precipitation hardening alloy may be a Ni-based alloy that contains, relative to the base Ni (nickel), the essential elements C (carbon), Cr (chromium), Mo (molybdenum), Nb (niobium), Ti (titanium), Al (aluminum), B (boron) and Zr (zirconium), and the possible elements Mn (manganese), Si (silicon), P (phosphorus), S (sulfur), Co (cobalt), Ta (tantalum), Fe (iron), Cu (copper) and Hf (hafnium), with the balance being N (nitrogen) and impurity elements.

 また、この発明に係る焼結体の製造方法は、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下のNを含む、焼結体の製造方法であって、
 ガンマプライム析出硬化型の合金粉末および有機成分を含む混錬物を射出成形して成形体を作製する成形体作製工程と、
 前記成形体を構成する有機成分を除去して脱脂体を作製する脱脂体作製工程と、
 前記脱脂体を構成する合金粉末を第1加熱により炉内で焼結させて仮焼体を作製する仮焼体作製工程と、
 前記仮焼体を構成する合金粉末を第1加熱よりも高温の第2加熱により炉内で焼結させて実焼結体を作製する焼結体作製工程と、
 前記実焼結体を析出硬化させる析出硬化工程と、を含み、
 前記仮焼体作製工程では、炉内に窒素ガスを導入して前記仮焼体に含まれるNが0.013質量%以上0.064質量%以下となるように調製し、前記析出硬化工程により前記焼結体を作製する。この製造方法により、析出硬化後に所定の機械的強さ、すなわち、常温(約20℃)環境下において、1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有する、焼結体を製造することができる。
The present invention also provides a method for producing a sintered body, the sintered body being made of a gamma prime precipitation hardening alloy and containing 0.011% by mass or more and 0.056% by mass or less of N after precipitation hardening, comprising:
a molded body preparation step of injection molding a kneaded product containing a gamma prime precipitation hardening type alloy powder and an organic component to prepare a molded body;
a degreased body preparation step of removing organic components constituting the compact to prepare a degreased body;
a calcined body producing step of sintering the alloy powder constituting the degreased body in a furnace by first heating to produce a calcined body;
a sintered body preparation step of sintering the alloy powder constituting the calcined body in a furnace by a second heating at a temperature higher than the first heating to prepare an actual sintered body;
A precipitation hardening step of precipitation hardening the actual sintered body,
In the calcination process, nitrogen gas is introduced into the furnace to adjust the N content of the calcination to 0.013% by mass or more and 0.064% by mass or less, and the sintered body is produced by the precipitation hardening process. This manufacturing method makes it possible to produce a sintered body having a predetermined mechanical strength after precipitation hardening, i.e., a 0.2% proof stress of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20°C) environment.

 この発明に係る焼結体の製造方法は、好ましくは、前記仮焼体作製工程では、炉内に窒素ガスを導入して前記仮焼体に含まれるNが0.017質量%以上0.059質量%以下となるように調製し、前記析出硬化工程により0.016質量%以上0.055質量%以下のNを含む前記焼結体を作製する。この製造方法により、析出硬化後に所定の好ましい機械的強さ、すなわち、常温(約20℃)環境下において、1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有するとともに、高温(約650℃)環境下において、870MPa以上の0.2%耐力、970MPa以上の引張強さおよび6%以上の伸びを有する、好ましい焼結体を製造することができる。 In the method for producing a sintered body according to the present invention, preferably, in the calcined body production step, nitrogen gas is introduced into the furnace to adjust the N content of the calcined body to 0.017% by mass or more and 0.059% by mass or less, and the precipitation hardening step produces the sintered body containing 0.016% by mass or more and 0.055% by mass or less of N. This production method makes it possible to produce a preferred sintered body that has a predetermined preferred mechanical strength after precipitation hardening, i.e., a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20°C) environment, and a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (about 650°C) environment.

 この発明に係る焼結体の製造方法において、ガンマプライム析出硬化型の前記合金粉末は、基となるNiに対して、含有必須元素として、C、Cr、Mo、Nb、Ti、Al、BおよびZrを含み、含有可能元素として、Mn、Si、P、S、Co、Ta、Fe、CuおよびHfのうちの1種または1種以上を含み、残部が不純物元素により構成される、Ni基合金粉末であってよい。 In the method for producing a sintered body according to the present invention, the gamma prime precipitation hardening type alloy powder may be a Ni-based alloy powder that contains, relative to the base Ni, essential elements including C, Cr, Mo, Nb, Ti, Al, B and Zr, and optionally contains one or more of Mn, Si, P, S, Co, Ta, Fe, Cu and Hf, with the remainder being impurity elements.

 この発明に係る焼結体の製造方法は、好ましくは、さらに、前記実焼結体を高温高圧下で保持するHIP処理工程を含み、前記HIP処理工程後に前記析出硬化工程を行う。 The method for producing a sintered body according to the present invention preferably further includes a HIP process in which the actual sintered body is held under high temperature and pressure, and the precipitation hardening process is carried out after the HIP process.

 この発明によれば、仮焼体作製工程で炉内に窒素ガスを導入して仮焼体に含まれるNを特定の範囲に調製した後に析出硬化工程を行うという簡易な手段により、約20℃の常温環境下で特定の機械的強さを有し、好ましくは、さらに、約650℃の高温環境下で特定の機械的強さを有する、ガンマプライム析出硬化型の合金からなる焼結体を提供することができる。これにより、約20℃の常温環境下において1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有し、好ましくは、約650℃の高温環境下において870MPa以上の0.2%耐力、970MPa以上の引張強さおよび6%以上の伸びをさらに有する、ガンマプライム析出硬化型の合金からなる焼結体の実用化が可能になる。 According to this invention, by the simple means of introducing nitrogen gas into the furnace in the calcined body preparation process to adjust the N contained in the calcined body to a specific range and then carrying out the precipitation hardening process, it is possible to provide a sintered body made of a gamma prime precipitation hardening type alloy that has a specific mechanical strength in a room temperature environment of about 20°C, and preferably also has a specific mechanical strength in a high temperature environment of about 650°C. This makes it possible to put into practical use a sintered body made of a gamma prime precipitation hardening type alloy that has a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature environment of about 20°C, and preferably also has a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature environment of about 650°C.

この発明に係る焼結体の製造方法のプロセスフローを例示する図である。FIG. 2 is a diagram illustrating a process flow of a method for producing a sintered body according to the present invention. 析出硬化後の焼結体のN含有比および0.2%耐力の実測値を用いたグラフ(散布図)である。1 is a graph (scatter plot) showing the measured values of the N content and 0.2% yield strength of a sintered body after precipitation hardening. 析出硬化後の焼結体のN含有比および引張強さの実測値を用いたグラフ(散布図)である。1 is a graph (scatter plot) showing the measured values of the N content and tensile strength of a sintered body after precipitation hardening. 析出硬化後の焼結体のN含有比および伸びの実測値を用いたグラフ(散布図)である。1 is a graph (scatter plot) showing the measured values of the N content and elongation of a sintered body after precipitation hardening. 析出硬化後の焼結体のN含有比、実焼結体(シルバー体)のN含有比および仮焼体のN含有比の実測値を用いたグラフ(散布図)である。1 is a graph (scatter diagram) showing the measured values of the N content ratio of the sintered body after precipitation hardening, the N content ratio of the actual sintered body (silver body), and the N content ratio of the calcined body.

 この発明に係る焼結体および焼結体の製造方法について、適宜図面を参照して説明する。なお、この発明に係る焼結体および焼結体の製造方法は、ここに例示する実施形態および実施例に限定するものではなく、特許請求の範囲によって示され、特許請求の範囲と均等の意味および範囲内でのすべての変更が含まれると解することが相当である。なお、焼結体および焼結体の製造方法に係る用語や符号は、特段の断りなしで、明細書および図面の記載において共用することがある。 The sintered body and method for manufacturing a sintered body according to the present invention will be described with reference to the drawings as appropriate. Note that the sintered body and method for manufacturing a sintered body according to the present invention are not limited to the embodiments and examples exemplified herein, but are set forth in the claims, and it is appropriate to understand that all modifications within the meaning and scope equivalent to the claims are included. Note that the terms and symbols related to the sintered body and the method for manufacturing a sintered body may be shared in the description of the specification and drawings without special notice.

 この発明に係る焼結体は、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下のN(窒素)を含む。この構成を有する焼結体は、析出硬化後に所定の機械的強さであって、目標とする常温強度、すなわち、常温(約20℃)環境下において、1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有することができる。また、この発明に係る焼結体は、好ましくは、析出硬化後に0.016質量%以上0.055質量%以下のNを含む。この構成を有する焼結体は、析出硬化後に所定の好ましい機械的強さであって、目標とする上記した常温強度を有し、さらに、目標とする好ましい高温強度、すなわち、高温(約650℃)環境下において、870MPa以上の0.2%耐力、970MPa以上の引張強さおよび6%以上の伸びを有することができる。 The sintered body according to the present invention is made of a gamma prime precipitation hardening alloy and contains 0.011% to 0.056% by mass of N (nitrogen) after precipitation hardening. The sintered body having this configuration has a predetermined mechanical strength after precipitation hardening, and can have the target room temperature strength, i.e., a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20°C) environment. The sintered body according to the present invention also preferably contains 0.016% to 0.055% by mass of N after precipitation hardening. The sintered body having this configuration has a predetermined preferred mechanical strength after precipitation hardening, and can have the target room temperature strength described above, and can also have the target preferred high temperature strength, i.e., a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (about 650°C) environment.

 一般に、ガンマプライム析出硬化型の合金からなる焼結体は、高温強度を確保するために結晶粒の成長が不可欠とされる。一方、ガンマプライム析出硬化型の合金からなる焼結体は、結晶粒の必要を超えた成長に起因して常温強度が低下することがある。この点、析出硬化後に、焼結体に含まれるNが0.011質量%以上0.056質量%以下(好ましくは、0.016質量%以上0.055質量%以下)であった場合、析出硬化後の焼結体は、上記した特定の常温強度を有し、好ましくは、上記した特定の常温強度および上記した特定の高温強度を併せもつことができる。その場合、N含有比を特定範囲に調製した仮焼体を用いて析出硬化後の焼結体を作製するための焼結処理、析出硬化処理およびHIP処理などの1000℃を超える高温の加熱処理の間に焼結体を構成する焼結組織が適切な形態に制御されて、析出硬化後に上記した特定範囲のNを含む焼結体となった、と考えられる。 In general, the growth of crystal grains is essential for sintered bodies made of gamma prime precipitation hardening alloys to ensure high-temperature strength. On the other hand, sintered bodies made of gamma prime precipitation hardening alloys may have reduced room-temperature strength due to excessive growth of crystal grains. In this regard, if the N content of the sintered body after precipitation hardening is 0.011 mass% or more and 0.056 mass% or less (preferably 0.016 mass% or more and 0.055 mass% or less), the sintered body after precipitation hardening has the above-mentioned specific room-temperature strength, and preferably has both the above-mentioned specific room-temperature strength and the above-mentioned specific high-temperature strength. In this case, it is considered that the sintered structure constituting the sintered body is controlled to an appropriate form during the sintering process, precipitation hardening process, and HIP process, etc., for producing a sintered body after precipitation hardening using a calcined body with an N content ratio adjusted to a specific range, and the sintered structure constituting the sintered body is controlled to an appropriate form during the high-temperature heating process exceeding 1000°C, and the sintered body contains N in the above-mentioned specific range after precipitation hardening.

 なお、析出硬化後に、焼結体に含まれるNが0.011質量%未満であった場合、析出硬化後の焼結体は、常温環境下における0.2%耐力が目標に到達していない可能性がある。その場合、析出硬化後の焼結体の過小なN含有比を考慮すれば、上記した高温の加熱処理の間に焼結体を構成する焼結組織が適切な形態に制御されず、その結果、析出硬化後に常温環境下における0.2%耐力が不十分な焼結体になった、と考えられる。また、析出硬化後に、焼結体に含まれるNが0.056質量%を超えていた場合、析出硬化後の焼結体は、常温環境下および高温環境下における伸びが目標に到達していない可能性がある。その場合、析出硬化後の焼結体の過大なN含有比を考慮すれば、上記した高温の加熱処理の間に焼結体を構成する焼結組織が適切な形態に制御されず、その結果、析出硬化後に常温環境下および高温環境下における伸びが不十分な焼結体になった、と考えられる。実験に基づいて確認された、析出硬化後の焼結体のN含有比と、常温環境下および高温環境下における機械的特性との関係性については後述する。 If the N content of the sintered body after precipitation hardening is less than 0.011% by mass, the sintered body after precipitation hardening may not reach the target 0.2% yield strength under room temperature environment. In that case, considering the excessively small N content ratio of the sintered body after precipitation hardening, it is considered that the sintered structure constituting the sintered body was not controlled to an appropriate form during the above-mentioned high-temperature heat treatment, and as a result, the sintered body after precipitation hardening had insufficient 0.2% yield strength under room temperature environment. In addition, if the N content of the sintered body after precipitation hardening exceeds 0.056% by mass, the sintered body after precipitation hardening may not reach the target elongation under room temperature environment and high temperature environment. In that case, considering the excessively large N content ratio of the sintered body after precipitation hardening, it is considered that the sintered structure constituting the sintered body was not controlled to an appropriate form during the above-mentioned high-temperature heat treatment, and as a result, the sintered body after precipitation hardening had insufficient elongation under room temperature environment and high temperature environment. The relationship between the N content of the sintered body after precipitation hardening and the mechanical properties at room temperature and at high temperatures, which was confirmed through experiments, will be described later.

 なお、析出硬化後に、焼結体に含まれるNが0.011質量%以上であっても0.016質量%未満であった場合、析出硬化後の焼結体は、常温環境下における0.2%耐力が目標に到達する一方、高温環境下における0.2%耐力が目標に到達していない可能性がある。その場合、析出硬化後の焼結体の比較的小さいN含有比を考慮すれば、上記した高温の加熱処理の間に焼結体を構成する焼結組織がより適切で好ましい形態にまでは制御されず、その結果、析出硬化後に常温環境下における0.2%耐力が目標に到達する一方、高温環境下における0.2%耐力が不十分な焼結体になった、と考えられる。 If the N content of the sintered body after precipitation hardening is 0.011% by mass or more but less than 0.016% by mass, the sintered body after precipitation hardening may reach the target 0.2% yield strength in a room temperature environment, but may not reach the target 0.2% yield strength in a high temperature environment. In that case, taking into consideration the relatively small N content of the sintered body after precipitation hardening, it is believed that the sintered structure constituting the sintered body is not controlled to a more appropriate and preferable form during the above-mentioned high-temperature heat treatment, and as a result, while the 0.2% yield strength in a room temperature environment reaches the target after precipitation hardening, the sintered body has insufficient 0.2% yield strength in a high temperature environment.

 この発明に係る焼結体は、ガンマプライム析出硬化型の合金からなり、析出硬化後に上記した特定範囲のNを含む。ガンマプライム析出硬化型の合金は、微細な金属間化合物の析出強化相であるガンマプライム相(γ’相)が形成される。このガンマプライム相(γ’相)に起因して、合金の機械的強さが向上する。この発明に適するガンマプライム析出硬化型の合金としては、たとえば、Ni-Cr-Fe系合金のALLOY718や、Ni-Cr-Mo-Al系合金のALLOY713CおよびALLOY713LCなどに相当する化学成分を有するNi基合金が挙げられる。この発明に適するガンマプライム析出硬化型のNi基合金は、基となるNi(ニッケル)に対して、含有必須元素として、C(炭素)、Cr(クロム)、Mo(モリブデン)、Nb(ニオブ)、Ti(チタン)、Al(アルミニウム)、B(ホウ素)およびZr(ジルコニウム)を含む。そして、この発明に適するガンマプライム析出硬化型のNi基合金は、基となるNiに対して、含有可能元素として、Mn(マンガン)、Si(ケイ素)、P(燐)、S(硫黄)、Co(コバルト)、Ta(タンタル)、Fe(鉄)、Cu(銅)およびHf(ハフニウム)のうちの1種または1種以上を含み、残部が不純物元素から構成される。 The sintered body according to the present invention is made of a gamma prime precipitation hardening alloy and contains N in the above-mentioned specific range after precipitation hardening. In a gamma prime precipitation hardening alloy, a gamma prime phase (γ' phase) that is a precipitation strengthening phase of fine intermetallic compounds is formed. This gamma prime phase (γ' phase) improves the mechanical strength of the alloy. Examples of gamma prime precipitation hardening alloys suitable for this invention include Ni-based alloys having chemical components equivalent to the Ni-Cr-Fe alloy ALLOY718 and the Ni-Cr-Mo-Al alloys ALLOY713C and ALLOY713LC. The gamma prime precipitation hardening Ni-based alloy suitable for this invention contains, in the base Ni (nickel), the essential elements C (carbon), Cr (chromium), Mo (molybdenum), Nb (niobium), Ti (titanium), Al (aluminum), B (boron), and Zr (zirconium). The gamma prime precipitation hardening Ni-based alloy suitable for this invention contains, in the base Ni, one or more of Mn (manganese), Si (silicon), P (phosphorus), S (sulfur), Co (cobalt), Ta (tantalum), Fe (iron), Cu (copper), and Hf (hafnium) as possible elements, with the remainder being composed of impurity elements.

 上記したNi基合金について、具体的な組成(化学成分の範囲)を質量%で、以下に例示する。上記したNi基合金は、基となるNiに対して、含有必須元素として、たとえば、0.002%以上0.08%以下のC、11.0%以上21.0%以下のCr、2.8%以上5.2%以下のMo、1.5%以上5.5%以下のNb、0.50%以上1.2%以下のTi、0.3%以上6.5%以下のAl、0.001%以上0.02%以下のB、および、0.05%以上0.2%以下のZrを含む。そして、上記したNi基合金は、基となるNiに対して、含有可能元素として、たとえば、0.35%以下のMn、0.5%以下のSi、0.015%以下のP、0.015%以下のS、1.0%以下のCo、0.15%以下のTa、1.0%以下のFe、0.5%以下のCu、および、2.0%以下のHfのうちの1種または1種以上を含み、残部が不純物元素から構成される。この発明に係る焼結体は、上記したガンマプライム析出硬化型のNi基合金からなり、析出硬化後に上記した特定範囲のNを含んで構成されるものであってよい。 The specific compositions (ranges of chemical components) of the above-mentioned Ni-based alloys are exemplified below in mass %. The above-mentioned Ni-based alloys contain, relative to the base Ni, the following essential elements: 0.002% to 0.08% C, 11.0% to 21.0% Cr, 2.8% to 5.2% Mo, 1.5% to 5.5% Nb, 0.50% to 1.2% Ti, 0.3% to 6.5% Al, 0.001% to 0.02% B, and 0.05% to 0.2% Zr. The Ni-based alloy may contain, for example, one or more of the following elements relative to the base Ni: 0.35% or less Mn, 0.5% or less Si, 0.015% or less P, 0.015% or less S, 1.0% or less Co, 0.15% or less Ta, 1.0% or less Fe, 0.5% or less Cu, and 2.0% or less Hf, with the remainder being impurity elements. The sintered body according to the present invention may be made of the gamma prime precipitation hardening type Ni-based alloy described above, and may contain the above-mentioned specific range of N after precipitation hardening.

 上記したガンマプライム析出硬化型のNi基合金の場合、ガンマプライム相(γ’相)は面心立方構造であり、コーナーにはAl、Ti、NbまたはTaが、面心にはNi、Co、FeまたはMoが、それぞれ規則正しく配置されて構成される。ガンマプライム相(γ’相)の代表的な組成であるNiAlは、高温でも高い機械的強さを有するため、焼結体の高温下での機械的強さの向上に寄与する。また、ガンマプライム相(γ’相)の他、母相(γマトリックス相)への固溶強化および結晶粒界への析出強化により、焼結体の高温下での機械的強さが向上される。この場合、固溶強化元素は、含有必須元素のうちのCr、Moおよび含有可能元素のうちのCo、Feである。Crは、耐食性および耐酸化性の向上にも寄与する。また、粒界強化元素は、含有必須元素のC、B、Zrである。特に、Cは、Cr、Mo、Nb、Ti、ZrおよびTaと炭化物を形成し、粒界強化に寄与する。Bは、Zr、Cr、Taなどと硼化物を形成し、ラプチャー強度の向上に寄与する。また、含有可能元素のうち、CuおよびHfは、上記に例示した範囲の含有であれば有益になる一方、過多の含有は有害になる可能性が高い。また、Mn、Si、PおよびSは、上記に例示した範囲を超える過多の含有は有害になる可能性が高い。なお、Moに替えてWを用いることも可能であるが、その場合はMo当量(Mo+W/2)で2.8%以上5.2%以下となるように調整することが好ましい。 In the case of the above-mentioned gamma prime precipitation hardening type Ni-based alloy, the gamma prime phase (γ' phase) has a face-centered cubic structure, and Al, Ti, Nb or Ta are regularly arranged at the corners, and Ni, Co, Fe or Mo are regularly arranged at the face center. Ni 3 Al, which is a typical composition of the gamma prime phase (γ' phase), has high mechanical strength even at high temperatures, and contributes to improving the mechanical strength of the sintered body at high temperatures. In addition to the gamma prime phase (γ' phase), the mechanical strength of the sintered body at high temperatures is improved by solid solution strengthening in the parent phase (γ matrix phase) and precipitation strengthening in the grain boundaries. In this case, the solid solution strengthening elements are Cr and Mo among the essential elements and Co and Fe among the elements that can be contained. Cr also contributes to improving the corrosion resistance and oxidation resistance. In addition, the grain boundary strengthening elements are C, B, and Zr, which are essential elements. In particular, C forms carbides with Cr, Mo, Nb, Ti, Zr and Ta, and contributes to grain boundary strengthening. B forms borides with Zr, Cr, Ta, etc., and contributes to improving rupture strength. Among the elements that can be contained, Cu and Hf are beneficial if contained within the range exemplified above, while excessive content is likely to be harmful. Furthermore, Mn, Si, P and S are likely to be harmful if contained in excess beyond the range exemplified above. It is also possible to use W instead of Mo, but in that case, it is preferable to adjust the Mo equivalent (Mo+W/2) to 2.8% or more and 5.2% or less.

 この発明に係る焼結体の製造方法は、図1のプロセスフローで示すように、成形体作製工程と、脱脂体作製工程と、仮焼体作製工程と、焼結体作製工程と、析出硬化工程と、を含む。また、好ましくは、さらに、HIP処理工程を含む。なお、HIP処理工程を含む場合、HIP処理工程後に析出硬化工程を行う。 The method for producing a sintered body according to the present invention includes a molded body production step, a degreased body production step, a calcined body production step, a sintered body production step, and a precipitation hardening step, as shown in the process flow of Figure 1. It is also preferable that the method further includes a HIP treatment step. When the HIP treatment step is included, the precipitation hardening step is performed after the HIP treatment step.

<成形体作製工程>
 成形体作製工程では、図1に示すように、合金粉末と有機成分を用いて成形体(グリーン体)を作製する。具体的には、ガンマプライム析出硬化型の合金粉末および有機成分を含む混錬物(コンパウンド)を射出成形して成形体を作製する。
<Molded body production process>
In the compact manufacturing process, a compact (green body) is manufactured using alloy powder and organic components, as shown in Fig. 1. Specifically, a mixture (compound) containing gamma prime precipitation hardening type alloy powder and organic components is injection molded to manufacture the compact.

 混錬物の射出成形では、好ましくは、MIMを適用する。MIMの適用により、成形体を高精度でニアネットシェイプ成形することが可能となり、焼結体の量産が容易になる。具体的には、たとえば、MIM対応の射出成形装置の金型キャビティ内に適温加熱された混錬物を射出し、相応の圧力で保持しながら適時冷却し、その後に金型を開いて離型する。このようなMIMを適用した成形体作製工程によれば、成形体(グリーン体)の量産が容易になる。その場合、金型のキャビティ形状は、好ましくは、成形体(グリーン体)の形状に対応するように設計する。また、成形体(グリーン体)の形状は、好ましくは、脱脂体の歪量や焼結体の収縮量などを考慮して設計する。 In the injection molding of the kneaded material, MIM is preferably applied. The application of MIM makes it possible to mold the molded body into a near-net shape with high precision, facilitating the mass production of sintered bodies. Specifically, for example, the kneaded material heated to an appropriate temperature is injected into the mold cavity of an MIM-compatible injection molding device, and cooled at the appropriate time while being held at an appropriate pressure, after which the mold is opened and demolded. Such a molded body manufacturing process using MIM makes it easy to mass-produce molded bodies (green bodies). In this case, the shape of the mold cavity is preferably designed to correspond to the shape of the molded body (green body). The shape of the molded body (green body) is also preferably designed taking into consideration the amount of distortion of the degreased body and the amount of shrinkage of the sintered body, etc.

 混錬物に含む有機成分は、合金粉末のバインダとして機能する有機化合物などである。有機化合物を主体とするバインダは、たとえば、ワックス類、高分子樹脂類、その他の添加剤などを組み合わせて構成することができる。ワックス類は、たとえば、パラフィンワックス、カルナバワックスなどから必要に応じて選定することができる。高分子樹脂類は、たとえば、ポリエチレン、ポリプロピレン、アクリル樹脂類、EVA(エチレン-酢酸ビニル共重合樹脂)、スチレン系ゴムなどから必要に応じて選定することができる。その他の添加剤などは、MIMに好適な混錬物を得るために、必要に応じて選定して添加することができる。なお、MIMの適用において、好ましくは、混錬物における合金粉末の配合比を55体積%~70体積%とする。 The organic components contained in the kneaded material are organic compounds that function as binders for the alloy powder. Binders that are mainly organic compounds can be made by combining waxes, polymeric resins, and other additives, for example. Waxes can be selected from paraffin wax, carnauba wax, and other materials as needed. Polymeric resins can be selected from polyethylene, polypropylene, acrylic resins, EVA (ethylene-vinyl acetate copolymer resin), styrene-based rubber, and other materials as needed. Other additives can be selected and added as needed to obtain a kneaded material suitable for MIM. In addition, when applying MIM, the compounding ratio of alloy powder in the kneaded material is preferably 55% to 70% by volume.

 ガンマプライム析出硬化型の合金粉末は、ガンマプライム析出硬化型の合金からなる金属粉末である。ガンマプライム析出硬化型の合金粉末は、Ni基合金粉末、Fe基合金粉末およびCo基合金粉末などであってよい。たとえば、ガンマプライム析出硬化型のNi基合金粉末は、基となるNiに対して、含有必須元素として、たとえば、C、Cr、Mo、Nb、Ti、Al、BおよびZrを含み、含有可能元素として、たとえば、Mn、Si、P、S、Co、Ta、Fe、CuおよびHfのうちの1種または1種以上を含み、残部が不純物元素により構成されるものであってよい。 The gamma prime precipitation hardening type alloy powder is a metal powder made of a gamma prime precipitation hardening type alloy. The gamma prime precipitation hardening type alloy powder may be a Ni-based alloy powder, an Fe-based alloy powder, a Co-based alloy powder, or the like. For example, the gamma prime precipitation hardening type Ni-based alloy powder may contain, relative to the base Ni, essential elements such as C, Cr, Mo, Nb, Ti, Al, B, and Zr, and may contain, as possible elements, one or more of Mn, Si, P, S, Co, Ta, Fe, Cu, and Hf, with the remainder being composed of impurity elements.

 ガンマプライム析出硬化型のNi基合金粉末について、具体的な組成(化学成分の範囲)を質量%で、以下に例示する。ガンマプライム析出硬化型のNi基合金粉末、基となるNiに対して、含有必須元素として、たとえば、0.002%以上0.08%以下のC、11.0%以上21.0%以下のCr、2.8%以上5.2%以下のMo、1.5%以上5.5%以下のNb、0.50%以上1.2%以下のTi、0.3%以上6.5%以下のAl、0.001%以上0.02%以下のB、および、0.05%以上0.2%以下のZrを含む。そして、ガンマプライム析出硬化型のNi基合金粉末は、基となるNiに対して、含有可能元素として、たとえば、0.35%以下のMn、0.5%以下のSi、0.015%以下のP、0.015%以下のS、1.0%以下のCo、0.15%以下のTa、1.0%以下のFe、0.5%以下のCu、および、2.0%以下のHfのうちの1種または1種以上を含み、残部が不純物元素から構成される。 The specific composition (range of chemical components) of gamma prime precipitation hardening type Ni-based alloy powder is shown below in mass %. Gamma prime precipitation hardening type Ni-based alloy powder contains, relative to the base Ni, essential elements such as 0.002% to 0.08% C, 11.0% to 21.0% Cr, 2.8% to 5.2% Mo, 1.5% to 5.5% Nb, 0.50% to 1.2% Ti, 0.3% to 6.5% Al, 0.001% to 0.02% B, and 0.05% to 0.2% Zr. And, the gamma prime precipitation hardening type Ni-based alloy powder contains, in relation to the base Ni, one or more of the following elements that can be contained, for example, 0.35% or less Mn, 0.5% or less Si, 0.015% or less P, 0.015% or less S, 1.0% or less Co, 0.15% or less Ta, 1.0% or less Fe, 0.5% or less Cu, and 2.0% or less Hf, with the remainder being made up of impurity elements.

 なお、Ni基合金粉末の場合、たとえば、焼結に際して生じる液相に起因した焼結体の機械的強さの低下を抑制するために、好ましくは、Crの含有比を14.0%以下(11.0%以上)として液相生成温度(融点)の低温化を抑制する。また、たとえば、焼結に際して粒界強化型の炭化物を適度に分散形成して焼結体の機械的強さを向上させるために、好ましくは、Cの含有比を0.002%以上(0.07%以下)として粒界強化型の炭化物を適度に分散形成させる。 In the case of Ni-based alloy powder, for example, in order to suppress a decrease in the mechanical strength of the sintered body due to the liquid phase that occurs during sintering, the Cr content is preferably set to 14.0% or less (11.0% or more) to suppress a decrease in the liquid phase formation temperature (melting point). Also, for example, in order to improve the mechanical strength of the sintered body by appropriately dispersing and forming grain boundary strengthening carbides during sintering, the C content is preferably set to 0.002% or more (0.07% or less) to appropriately disperse and form grain boundary strengthening carbides.

<脱脂体作製工程>
 脱脂体作製工程では、図1に示すように、成形体(グリーン体)を用いて脱脂体(ブラウン体)を作製する。具体的には、成形体を構成する有機成分を除去して脱脂体を作製する。なお、成形体(グリーン体)からバインダを除去する処理を脱脂といい、この脱脂によって有機成分を除去する。
<Degreased body preparation process>
In the degreased body preparation process, as shown in Fig. 1, a degreased body (brown body) is prepared using a compact (green body). Specifically, the degreased body is prepared by removing the organic components that make up the compact. The process of removing the binder from the compact (green body) is called degreasing, and the organic components are removed by this degreasing.

 成形体から有機成分を除去する脱脂は、成形体を溶液中に浸漬して有機成分を溶出させる溶媒脱脂や、成形体を適温に加熱して有機成分を溶出および燃焼させる加熱脱脂などであってよい。また、成形体を用いた溶媒脱脂の後に、溶媒脱脂後の成形体を適温に加熱して残存する有機成分を溶出および燃焼させる加熱脱脂を行う、組み合わせ脱脂であってもよい。溶媒脱脂と加熱脱脂との組み合わせ脱脂は、合金粉末の焼結に伴って発生しやすい膨れ、歪および割れなどの不具合が抑制されやすい。なお、溶媒脱脂後の成形体は、有機成分の一部が除去され、残存する有機成分と合金粉末とから構成された、溶媒脱脂体となる。また、加熱脱脂後の成形体または加熱脱脂後の溶媒脱脂体は、有機成分が略除去され、合金粉末から略構成された、加熱脱脂体となる。 Degreasing to remove organic components from a compact may be solvent degreasing, in which the compact is immersed in a solution to dissolve the organic components, or heat degreasing, in which the compact is heated to an appropriate temperature to dissolve and burn the organic components. Alternatively, combined degreasing may be performed in which solvent degreasing using a compact is followed by heat degreasing, in which the compact after solvent degreasing is heated to an appropriate temperature to dissolve and burn the remaining organic components. Combined degreasing of solvent degreasing and heat degreasing tends to suppress defects such as swelling, distortion, and cracking that tend to occur with sintering of alloy powder. Note that the compact after solvent degreasing is a solvent-degreased body composed of the remaining organic components and alloy powder, with some of the organic components removed. Note that the compact after heat degreasing or the solvent-degreased body after heat degreasing is a heat-degreased body composed of the alloy powder, with most of the organic components removed.

 なお、加熱脱脂体は、脱脂体作製工程の一部または全部と、後述する仮焼体作製工程とを兼ねる工程として、仮焼体作製工程で行う加熱によって作製することも可能である。たとえば、脱脂体作製工程で成形体(グリーン体)を用いて溶媒脱脂体を作製し、その溶媒脱脂体を用いて仮焼体作製工程で行う加熱により加熱脱脂体を作製することができる。その場合、仮焼体作製工程で行う加熱の昇温ステップの途中で加熱脱脂に適する温度で適時保持し、その後に仮焼体の作製に適する温度に昇温して適時保持すれば、仮焼体を作製することができる。また、仮焼体作製工程で行う加熱の昇温ステップを成形体(グリーン体)からの脱脂が徐々に進行するようにして加熱脱脂体の状態にすれば、溶媒脱脂体を経ることなく、仮焼体の作製に適する温度に到達する途中で加熱脱脂体を作製することができる。その場合、仮焼体作製工程で行う加熱において、仮焼体の作製に適する温度に到達する途中に、加熱脱脂に適する温度と時間で保持するステップを設けることも可能である。 The heated degreased body can also be produced by heating in the calcined body production process, which is a process that combines part or all of the degreased body production process with the calcined body production process described below. For example, a solvent degreased body can be produced using a molded body (green body) in the degreased body production process, and the heated degreased body can be produced by heating the solvent degreased body in the calcined body production process. In this case, the calcined body can be produced by holding the temperature at a suitable temperature for thermal degreasing during the heating step in the calcined body production process for a suitable time, and then raising the temperature to a suitable temperature for producing the calcined body and holding it thereafter for a suitable time. Also, if the heating step in the calcined body production process is performed so that degreasing from the molded body (green body) gradually progresses to produce a heated degreased body, the heated degreased body can be produced on the way to a temperature suitable for producing the calcined body without going through the solvent degreased body. In this case, during the heating process for producing the calcined body, a step can be added to hold the temperature at a time suitable for thermal degreasing on the way to a temperature suitable for producing the calcined body.

<仮焼体作製工程>
 仮焼体作製工程では、図1に示すように、脱脂体(ブラウン体)を用いて仮焼体を作製する。具体的には、炉内に脱脂体(ブラウン体)を載置し、その脱脂体を構成するガンマプライム析出硬化型の合金粉末を適切な温度と時間で保持する加熱(以下、「第1加熱」という。)によって軽微に焼結させて、仮焼体を作製する。なお、仮焼体作製工程で用いる脱脂体(ブラウン体)は、溶媒脱脂体でも、加熱脱脂体でも、いずれであってもよい。また、成形体(グリーン体)を用いて第1加熱の昇温ステップの途中で加熱脱脂体の状態にして、その加熱脱脂体の状態から第1加熱を継続することにより仮焼体を作製することができる。その場合、仮焼体作製工程は、脱脂体作製工程を兼ねる工程となる。
<Preparation of calcined body>
In the calcined body preparation step, as shown in FIG. 1, a calcined body is prepared using a degreased body (Brown body). Specifically, the degreased body (Brown body) is placed in a furnace, and the gamma prime precipitation hardened alloy powder constituting the degreased body is lightly sintered by heating (hereinafter referred to as "first heating") at an appropriate temperature and time to prepare a calcined body. The degreased body (Brown body) used in the calcined body preparation step may be either a solvent degreased body or a heated degreased body. In addition, the calcined body can be prepared by using a molded body (green body) to make it into a heated degreased body during the temperature increase step of the first heating, and continuing the first heating from the heated degreased body state. In that case, the calcined body preparation step also serves as the degreased body preparation step.

 第1加熱は、脱脂体(ブラウン体)を構成するガンマプライム析出硬化型の合金粉末を軽微に焼結させる適切な温度と時間で加熱保持するステップを含む。たとえば、ガンマプライム析出硬化型のNi基合金粉末、Fe基合金粉末またはCo基合金粉末の場合、第1加熱は、好ましくは、1000℃程度の温度で加熱保持するステップを含む。その場合、第1加熱の保持温度が1000℃よりも過度に低いと、第1加熱により形成された仮焼体の焼結組織(以下、「仮焼組織」という。)が脆弱になって、ハンドリングミスなどによる仮焼体の損傷が発生しやすくなる。 The first heating step includes a step of heating and holding the gamma prime precipitation hardening type alloy powder constituting the degreased body (Brown body) at an appropriate temperature and for an appropriate time for slight sintering. For example, in the case of gamma prime precipitation hardening type Ni-based alloy powder, Fe-based alloy powder, or Co-based alloy powder, the first heating step preferably includes a step of heating and holding at a temperature of about 1000°C. In this case, if the holding temperature of the first heating step is excessively lower than 1000°C, the sintered structure of the calcined body formed by the first heating step (hereinafter referred to as the "calcined structure") becomes weak, and the calcined body is easily damaged due to handling errors, etc.

 仮焼体作製工程では、炉内に窒素ガスを導入して仮焼体に含まれるNが0.013質量%以上0.064質量%以下となるように調製することが重要である。上記したように、焼結体の結晶粒の粗大化は、高温特性に寄与する要因になる一方、常温環境下や高温環境下の機械的特性を低下させる要因にもなる。したがって、ガンマプライム析出硬化型の合金粉末を用いる焼結体の場合も、析出硬化後の焼結体の焼結組織を適切な形態に制御することが重要と考えられる。この観点で、この発明では、仮焼体に含まれるNを0.013質量%以上0.064質量%以下に調製する。これにより、上記した高温の加熱処理の間に、焼結体を構成する焼結組織を適切な形態に制御することができると考えられる。その結果、析出硬化後に上記した特定の常温強度を有する焼結体を容易に作製することができる。そして、析出硬化後の焼結体は、0.011質量%以上0.056質量%以下のNを含む焼結体となる。 In the calcination process, it is important to introduce nitrogen gas into the furnace to adjust the N content of the calcination body to 0.013% by mass or more and 0.064% by mass or less. As mentioned above, while the coarsening of the crystal grains of the sintered body contributes to high-temperature properties, it also reduces the mechanical properties in room temperature and high-temperature environments. Therefore, even in the case of sintered bodies using gamma prime precipitation hardening alloy powder, it is considered important to control the sintered structure of the sintered body after precipitation hardening to an appropriate form. From this perspective, in this invention, the N content of the calcination body is adjusted to 0.013% by mass or more and 0.064% by mass or less. This is thought to allow the sintered structure constituting the sintered body to be controlled to an appropriate form during the high-temperature heat treatment described above. As a result, a sintered body having the above-mentioned specific room temperature strength after precipitation hardening can be easily produced. And the sintered body after precipitation hardening contains 0.011% by mass or more and 0.056% by mass or less of N.

 また、仮焼体作製工程では、好ましくは、炉内に窒素ガスを導入して仮焼体に含まれるNが0.017質量%以上0.059質量%以下となるように調製する。これにより、上記した高温の加熱処理の間に、焼結体を構成する焼結組織がより適切で好ましい形態に制御することができると考えられる。その結果、析出硬化後に上記した特定の常温強度および上記した特定の高温強度を併せもつ、好ましい焼結体を容易に作製することができる。そして、析出硬化後の焼結体は、0.016質量%以上0.055質量%以下のNを含む、焼結体となる。 In addition, in the calcined body preparation process, nitrogen gas is preferably introduced into the furnace to adjust the N content of the calcined body to 0.017% by mass or more and 0.059% by mass or less. This is believed to enable the sintered structure constituting the sintered body to be controlled to a more appropriate and preferable form during the high-temperature heat treatment described above. As a result, a preferable sintered body that has both the specific room-temperature strength and the specific high-temperature strength described above after precipitation hardening can be easily prepared. The sintered body after precipitation hardening then contains 0.016% by mass or more and 0.055% by mass or less of N.

 なお、仮焼体に含まれるNが0.013質量%未満に調製されていた場合、析出硬化後の焼結体は、常温環境下における0.2%耐力が目標に到達していない可能性がある。その場合、仮焼体の過小なN含有比を考慮すれば、上記した高温の加熱処理の間に焼結体を構成する焼結組織が適切な形態に制御されず、その結果、析出硬化後に常温環境下における0.2%耐力が不十分な焼結体になった、と考えられる。また、仮焼体に含まれるNが0.064質量%を超えていた場合、析出硬化後の焼結体は、常温環境下および高温環境下における伸びが目標に到達していない可能性がある。その場合、仮焼体の過大なN含有比を考慮すれば、上記した高温の加熱処理の間に焼結体を構成する焼結組織が適切な形態に制御されず、その結果、析出硬化後に常温環境下および高温環境下における伸びが不十分な焼結体になった、と考えられる。実験に基づいて確認された、析出硬化後の焼結体のN含有比と、仮焼体のN含有比との関係性については後述する。 If the N content of the calcined body is adjusted to less than 0.013 mass%, the sintered body after precipitation hardening may not reach the target 0.2% yield strength under room temperature environment. In that case, considering the excessively small N content ratio of the calcined body, it is considered that the sintered structure constituting the sintered body was not controlled to an appropriate form during the above-mentioned high-temperature heat treatment, and as a result, the sintered body after precipitation hardening had insufficient 0.2% yield strength under room temperature environment. In addition, if the N content of the calcined body exceeds 0.064 mass%, the sintered body after precipitation hardening may not reach the target elongation under room temperature environment and high temperature environment. In that case, considering the excessive N content ratio of the calcined body, it is considered that the sintered structure constituting the sintered body was not controlled to an appropriate form during the above-mentioned high-temperature heat treatment, and as a result, the sintered body after precipitation hardening had insufficient elongation under room temperature environment and high temperature environment. The relationship between the N content ratio of the sintered body after precipitation hardening and the N content ratio of the calcined body confirmed based on experiments will be described later.

 なお、仮焼体に含まれるNが0.013質量%以上であっても0.017質量%未満に調製されていた場合、析出硬化後の焼結体は、常温環境下における0.2%耐力が目標に到達する一方、高温環境下における0.2%耐力が目標に到達していない可能性がある。その場合、仮焼体の比較的小さいN含有比を考慮すれば、上記した高温の加熱処理の間に焼結体を構成する焼結組織がより適切で好ましい形態にまでは制御されず、その結果、析出硬化後に常温環境下における0.2%耐力が目標に到達する一方、高温環境下における0.2%耐力が不十分な焼結体になった、と考えられる。 If the N content of the calcined body is adjusted to less than 0.017% by mass even if it is 0.013% by mass or more, the sintered body after precipitation hardening may reach the target 0.2% yield strength in a room temperature environment, but may not reach the target 0.2% yield strength in a high-temperature environment. In that case, taking into account the relatively small N content of the calcined body, it is believed that the sintered structure constituting the sintered body is not controlled to a more appropriate and preferable form during the above-mentioned high-temperature heat treatment, and as a result, while the 0.2% yield strength in a room temperature environment reaches the target after precipitation hardening, the sintered body has insufficient 0.2% yield strength in a high-temperature environment.

<焼結体作製工程>
 焼結体作製工程では、図1に示すように、仮焼体を用いて実焼結体(シルバー体)を作製する。具体的には、炉内に仮焼体を載置し、その仮焼体を構成するガンマプライム析出硬化型の合金粉末を上記した第1加熱よりも高温であって適切な温度と時間で保持する加熱(以下、「第2加熱」という。)によって十分に焼結させて、実焼結体(シルバー体)を作製する。なお、この発明では、HIP処理工程および析出硬化工程を経ていない状態の焼結体を実焼結体(シルバー体)といい、HIP処理工程を経た状態の実焼結体および析出硬化工程を経た状態の焼結体と区別する。
<Sintered body production process>
In the sintered body preparation process, as shown in Fig. 1, the calcined body is used to prepare an actual sintered body (silver body). Specifically, the calcined body is placed in a furnace, and the gamma prime precipitation hardening alloy powder constituting the calcined body is sufficiently sintered by heating (hereinafter referred to as "second heating") at a temperature higher than the first heating and held for an appropriate time, to prepare an actual sintered body (silver body). In this invention, a sintered body that has not been subjected to the HIP treatment process and the precipitation hardening process is called an actual sintered body (silver body), and is distinguished from an actual sintered body that has been subjected to the HIP treatment process and a sintered body that has been subjected to the precipitation hardening process.

 第2加熱は、ガンマプライム析出硬化型の合金粉末が第1加熱によって軽微に焼結している仮焼体の仮焼組織に十分な焼結(以下、「本焼結」という。)が起こる適切な温度と時間で加熱保持するステップを含む。たとえば、第2加熱の保持温度は、仮焼体の仮焼組織が本焼結して焼結組織を構成することができる温度以上であって、仮焼体の仮焼組織が溶融し始める温度未満の範囲に設定される。ガンマプライム析出硬化型の合金粉末が、Ni基合金粉末、Fe基合金粉末またはCo基合金粉末の場合、第2加熱の保持温度は、たとえば、1250℃以上1300℃以下に設定することができる。また、第2加熱を行う炉内は非酸化性雰囲気として、好ましくは窒素ガスを使用しない非酸化性雰囲気として、本焼結された実焼結体(シルバー体)の焼結組織内にNが過剰に取り込まれるのを抑制する。 The second heating includes a step of heating and holding the gamma prime precipitation hardening alloy powder at an appropriate temperature and time for sufficient sintering (hereinafter referred to as "main sintering") to occur in the calcined structure of the calcined body, which has been lightly sintered by the first heating. For example, the holding temperature of the second heating is set to a temperature at or above which the calcined structure of the calcined body can be main sintered to form a sintered structure, and below the temperature at which the calcined structure of the calcined body begins to melt. When the gamma prime precipitation hardening alloy powder is Ni-based alloy powder, Fe-based alloy powder, or Co-based alloy powder, the holding temperature of the second heating can be set to, for example, 1250°C or higher and 1300°C or lower. In addition, the inside of the furnace in which the second heating is performed is set to a non-oxidizing atmosphere, preferably a non-oxidizing atmosphere that does not use nitrogen gas, to suppress excessive incorporation of N into the sintered structure of the actual sintered body (silver body).

<HIP処理工程>
 HIP処理工程では、図1に示すように、実焼結体(シルバー体)に対して、高温高圧下で保持するHIP処理(Hot Isostatic Pressing treatment)を行う。HIP処理工程を加える場合、HIP処理工程後に析出硬化工程を行う。なお、HIP処理工程を経た状態の実焼結体をHIP処理後の焼結体といい、HIP処理工程を経ていない状態の実焼結体(シルバー体)や析出硬化工程を経た状態の焼結体と区別する。この発明では、析出硬化処理を行う前に実焼結体(シルバー体)に対してHIP処理を行って、析出硬化していない比較的軟質の状態の実焼結体(シルバー体)の相対密度(焼結密度)を高めておくことが好ましい。
<HIP treatment process>
In the HIP treatment process, as shown in FIG. 1, the actual sintered body (silver body) is subjected to HIP treatment (Hot Isostatic Pressing treatment) in which the actual sintered body is held under high temperature and high pressure. When the HIP treatment process is added, a precipitation hardening process is performed after the HIP treatment. The actual sintered body that has undergone the HIP treatment process is called a sintered body after the HIP treatment, and is distinguished from the actual sintered body (silver body) that has not undergone the HIP treatment process and the sintered body that has undergone the precipitation hardening process. In this invention, it is preferable to perform the HIP treatment on the actual sintered body (silver body) before the precipitation hardening treatment, thereby increasing the relative density (sintering density) of the actual sintered body (silver body) that is in a relatively soft state without precipitation hardening.

 HIP処理後の焼結体は、高温保持により軟質化した焼結組織内に存在していた空孔が高圧保持により圧し潰されて緻密化されて、HIP処理前の実焼結体(シルバー体)よりも高い相対密度(焼結密度)を有する実焼結体となる。一般に、HIP処理前の焼結体の焼結組織は、HIP処理中の高温保持による結晶粒の成長に起因して、HIP処理後に比較的粗大な結晶粒を含む焼結組織に変化する。比較的粗大な結晶粒を含む焼結組織の焼結体は、高温強度が高まる一方、常温強度が低下する可能性がある。この点、仮焼体のN含有比が0.013質量%以上0.064質量%以下(好ましくは、0.017質量%以上0.059質量%以下)であった場合、それに相応して実焼結体(シルバー体)に含まれるNに起因して、HIP処理の間に焼結組織が適切な形態に制御されて比較的粗大な結晶粒が存在しにくい焼結組織となり、常温強度の低下が抑制されやすいと考えられる。 The sintered body after HIP treatment has a higher relative density (sintered density) than the actual sintered body (silver body) before HIP treatment, because the pores that existed in the sintered structure softened by holding at high temperature are crushed and densified by holding at high pressure. In general, the sintered structure of the sintered body before HIP treatment changes to a sintered structure containing relatively coarse crystal grains after HIP treatment due to the growth of crystal grains caused by holding at high temperature during HIP treatment. A sintered body with a sintered structure containing relatively coarse crystal grains may have high high-temperature strength but low room-temperature strength. In this regard, if the N content ratio of the calcined body is 0.013 mass% or more and 0.064 mass% or less (preferably 0.017 mass% or more and 0.059 mass% or less), the sintered structure is controlled to an appropriate form during HIP treatment due to the N contained in the actual sintered body (silver body), resulting in a sintered structure in which relatively coarse crystal grains are unlikely to exist, and it is thought that the decrease in room-temperature strength is easily suppressed.

<析出硬化工程>
 析出硬化工程では、図1に示すように、実焼結体(シルバー体)またはHIP処理後の焼結体を析出硬化させる。これにより、実焼結体(シルバー体)またはHIP処理後の焼結体を、0.011質量%以上0.056質量%以下(好ましくは、0.016質量%以上0.055質量%以下)のNを含む、析出硬化後の焼結体にする。析出硬化後の焼結体は、上記したように、高温の加熱処理の間に焼結体を構成する焼結組織が適切な形態に制御されたと考えられ、その結果、上記した特定の常温強度を有し、好ましくは、上記した特定の常温強度および上記した特定の高温強度を併せ持つものとなる。
<Precipitation hardening process>
In the precipitation hardening process, as shown in Fig. 1, the actual sintered body (silver body) or the sintered body after HIP treatment is precipitation hardened. As a result, the actual sintered body (silver body) or the sintered body after HIP treatment is made into a precipitation hardened sintered body containing 0.011 mass% to 0.056 mass% (preferably 0.016 mass% to 0.055 mass%) of N. As described above, the sintered body after precipitation hardening is considered to have a sintered structure constituting the sintered body controlled to an appropriate form during the high-temperature heat treatment, and as a result, it has the above-mentioned specific room temperature strength, and preferably has both the above-mentioned specific room temperature strength and the above-mentioned specific high temperature strength.

 析出硬化工程で行う析出硬化処理は、溶体化処理と時効処理とを適切に組み合わせて行う処理であってよい。なお、析出硬化処理は、好ましくは、マトリックス相の溶融がなく、焼結組織を構成する結晶粒の成長を促進されにくくすることによりガンマプライム相(γ’相)および炭化物相が固溶しやすい、適切な温度や時間で保持する加熱ステップを採用する。また、析出硬化処理は、好ましくは非酸化性雰囲気下で行い、より好ましくは窒素ガスを使用しない非酸化性雰囲気下で行う。これにより、焼結組織を構成する結晶粒界において、析出強化相であるガンマプライム相(γ’相)および炭化物相がより微細に分散析出され、ガンマプライム析出硬化型の合金粉末からなる焼結体として相応の焼結組織に再構成することができる。 The precipitation hardening treatment carried out in the precipitation hardening step may be a treatment that is carried out by appropriately combining a solution treatment and an aging treatment. The precipitation hardening treatment preferably employs a heating step that maintains the temperature and time at an appropriate temperature that does not melt the matrix phase and that makes it difficult to promote the growth of the crystal grains that make up the sintered structure, making it easy for the gamma prime phase (γ' phase) and the carbide phase to dissolve in solid solution. The precipitation hardening treatment is preferably carried out in a non-oxidizing atmosphere, and more preferably in a non-oxidizing atmosphere that does not use nitrogen gas. This allows the precipitation strengthening phases, the gamma prime phase (γ' phase) and the carbide phase, to be more finely dispersed and precipitated at the crystal grain boundaries that make up the sintered structure, and the sintered structure can be reconstructed as a sintered body made of gamma prime precipitation hardening type alloy powder.

 ここで、上記した焼結体の焼結組織を構成する結晶粒の成長を促進されにくくすることについて、後述する実験1~8の場合と実験9~11の場合とを対比的に参照して説明する。なお、実験1~11で使用した合金粉末は、後述するように、最大径が53μm以下であり、d50が10μm~17μmである。また、ここで示す粒度番号は、ASTMのE112(Standard Test Methods for Determining Average Grain Size)に準拠して特定した値であり、結晶サイズが大きいほど粒度番号が小さくなる。 Here, the method of preventing the growth of the crystal grains that make up the sintered structure of the sintered body from being accelerated will be explained by comparing Experiments 1 to 8 and Experiments 9 to 11, which will be described later. Note that the alloy powders used in Experiments 1 to 11 had a maximum diameter of 53 μm or less and a d50 of 10 μm to 17 μm, as will be described later. The grain size numbers shown here are values specified in accordance with ASTM E112 (Standard Test Methods for Determining Average Grain Size), and the larger the grain size, the smaller the grain size number.

 実験1~8の場合、析出硬化後の焼結体は、N含有比が、0.011質量%以上0.056質量%以下の範囲内であり、好ましいと考える0.016質量%以上0.055質量%以下の範囲内)である。実験1~8の場合、焼結体作製工程で得られた実焼結体は、粒度番号が8~9程度(粒径に換算すれば15μm~23μm程度)である。その実焼結体をHIP処理後に析出硬化処理した析出硬化後の焼結体は、粒度番号が8~9程度(粒径に換算すれば15μm~23μm程度)である。つまり、実験1~8の場合、実焼結体に対してHIP処理および析出硬化処理を行っても、析出硬化後の焼結体は実焼結体と略同等の結晶サイズを有したままである。これより、析出硬化後にN含有比が0.011質量%以上0.056質量%以下(好ましくは0.016質量%以上0.055質量%以下)になる焼結体は、そのN含有比に起因して、マトリックス相の溶融がなく、焼結組織を構成する結晶粒の成長が促進されにくくなるため、ガンマプライム相(γ’相)および炭化物相が好適に固溶していると考えられる。 In the cases of Experiments 1 to 8, the N content of the sintered body after precipitation hardening was in the range of 0.011% by mass or more and 0.056% by mass or less, with the range of 0.016% by mass or more and 0.055% by mass or less being considered preferable). In the cases of Experiments 1 to 8, the actual sintered body obtained in the sintered body production process had a grain size number of about 8 to 9 (equivalent to a grain size of about 15 μm to 23 μm). The precipitation-hardened sintered body obtained by subjecting the actual sintered body to precipitation hardening treatment after HIP treatment had a grain size number of about 8 to 9 (equivalent to a grain size of about 15 μm to 23 μm). In other words, in the cases of Experiments 1 to 8, even when the actual sintered body was subjected to HIP treatment and precipitation hardening treatment, the precipitation-hardened sintered body still had a crystal size approximately equal to that of the actual sintered body. From this, it is believed that in sintered bodies in which the N content ratio after precipitation hardening is 0.011 mass% or more and 0.056 mass% or less (preferably 0.016 mass% or more and 0.055 mass% or less), the matrix phase does not melt due to the N content ratio, and the growth of the crystal grains that make up the sintered structure is not easily promoted, so the gamma prime phase (γ' phase) and carbide phase are suitably dissolved.

 一方、実験9~11の場合、析出硬化後の焼結体は、N含有比が、0.011質量%以上0.056質量%以下の範囲外である。実験9~11の場合、焼結体作製工程で得られた実焼結体は、粒度番号が5.5~8.5程度(粒径に換算すれば18μm~55μm程度)である。その実焼結体をHIP処理後に析出硬化処理した析出硬化後の焼結体は、粒度番号が3~6程度(粒径に換算すれば45μm~130μm程度)である。つまり、実験9~11の場合、実焼結体に対してHIP処理および析出硬化処理を行うと、実焼結体の焼結組織を構成する結晶粒が成長し、析出硬化後の焼結体は結晶サイズが大きくなる。これより、析出硬化後にN含有比が0.011質量%以上0.056質量%以下の範囲外になる焼結体は、そのN含有比に起因して、焼結組織を構成する結晶粒の成長が促進されやすくなるため、マトリックス相の溶融はないもののガンマプライム相(γ’相)および炭化物相が好適に固溶していないと考えられる。 On the other hand, in the case of Experiments 9 to 11, the N content of the sintered body after precipitation hardening was outside the range of 0.011 mass% or more and 0.056 mass% or less. In the case of Experiments 9 to 11, the actual sintered body obtained in the sintered body production process had a grain size number of about 5.5 to 8.5 (equivalent to a grain size of about 18 μm to 55 μm). The precipitation-hardened sintered body obtained by subjecting the actual sintered body to HIP treatment followed by precipitation hardening treatment had a grain size number of about 3 to 6 (equivalent to a grain size of about 45 μm to 130 μm). In other words, in the case of Experiments 9 to 11, when the actual sintered body was subjected to HIP treatment and precipitation hardening treatment, the crystal grains that make up the sintered structure of the actual sintered body grew, and the crystal size of the sintered body after precipitation hardening became larger. From this, it is believed that in sintered bodies in which the N content falls outside the range of 0.011% by mass or more and 0.056% by mass or less after precipitation hardening, the growth of the crystal grains that make up the sintered structure is easily promoted due to the N content, and although the matrix phase does not melt, the gamma prime phase (γ' phase) and carbide phase are not suitably solid-dissolved.

 上記した実験1~8の場合のASTMのE112に準拠した粒度番号が8~9程度(粒径に換算すれば15μm~23μm程度)であることに基づけば、析出硬化後にN含有比が0.011質量%以上0.056質量%以下(好ましくは0.016質量%以上0.055質量%以下)である焼結体は、その結晶サイズが使用した合金粉末のd50(10μm~17μm)と略同等(1倍)以上で、2.5倍以下程度になると考えられる。この観点から、この発明では、析出硬化後の焼結組織を構成する結晶粒が10μm以上45μm以下(円相当径)である焼結体を得ることができる。 Based on the fact that the particle size numbers according to ASTM E112 in the above cases of Experiments 1 to 8 are about 8 to 9 (approximately 15 μm to 23 μm in terms of particle size), it is believed that a sintered body having an N content ratio of 0.011 mass% to 0.056 mass% (preferably 0.016 mass% to 0.055 mass%) after precipitation hardening will have a crystal size that is approximately equal (1x) to the d50 (10 μm to 17 μm) of the alloy powder used and is approximately 2.5x or less. From this perspective, in this invention, a sintered body can be obtained in which the crystal grains that make up the sintered structure after precipitation hardening are 10 μm to 45 μm (equivalent circle diameter).

 図1に示すようなプロセスフローによれば、析出硬化後の焼結体は、ガンマプライム析出硬化型の合金からなり、0.011質量%以上0.056質量%以下のNを含む、上記した特定の常温強度を有する焼結体となる。あるいは、析出硬化後の焼結体は、ガンマプライム析出硬化型の合金からなり、0.016質量%以上0.055質量%以下のNを含む、上記した特定の常温強度および上記した特定の高温強度を併せもつ、好ましい焼結体となる。なお、この発明に係る析出硬化後の焼結体は、そのまま使用することもできるし、機械加工などを行ってから使用することもできる。 According to the process flow shown in Figure 1, the sintered body after precipitation hardening is made of a gamma prime precipitation hardening type alloy, contains 0.011 mass% to 0.056 mass% N, and has the specific room temperature strength described above. Alternatively, the sintered body after precipitation hardening is made of a gamma prime precipitation hardening type alloy, contains 0.016 mass% to 0.055 mass% N, and is a preferred sintered body that has both the specific room temperature strength and the specific high temperature strength described above. The sintered body after precipitation hardening according to this invention can be used as it is, or can be used after machining or the like.

 次に、この発明に係る析出硬化後の焼結体のN含有比および仮焼体のN含有比などを特定するために実施した実験について説明する。実験では、MIMを適用して図1のプロセスフローで示す製造方法により、ガンマプライム析出硬化型の合金粉末を用いて析出硬化後の焼結体を作製し、N含有比や機械的特性を測定した。その測定データに基づき、析出硬化後の焼結体のN含有比と析出硬化後の焼結体の機械的特性との関係性を示す第1実験式(実験近似式)および仮焼体のN含有比と析出硬化後の焼結体のN含有比との関係性を示す第2実験式(実験近似式)を導出した。そして、第1実験式を利用して析出硬化後の焼結体の機械的特性が目標を満たす析出硬化後の焼結体のN含有比の範囲を予測するとともに、第2実験式を利用して析出硬化後の焼結体のN含有比が特定範囲になる仮焼体のN含有比の範囲を予測した。 Next, an experiment conducted to determine the N content ratio of the sintered body after precipitation hardening and the N content ratio of the calcined body according to the present invention will be described. In the experiment, a sintered body after precipitation hardening was produced using a gamma prime precipitation hardening type alloy powder by the manufacturing method shown in the process flow of Figure 1 using MIM, and the N content ratio and mechanical properties were measured. Based on the measurement data, a first empirical formula (experimental approximation formula) showing the relationship between the N content ratio of the sintered body after precipitation hardening and the mechanical properties of the sintered body after precipitation hardening and a second empirical formula (experimental approximation formula) showing the relationship between the N content ratio of the calcined body and the N content ratio of the sintered body after precipitation hardening were derived. Then, the first empirical formula was used to predict the range of the N content ratio of the sintered body after precipitation hardening in which the mechanical properties of the sintered body after precipitation hardening satisfy the target, and the second empirical formula was used to predict the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening falls within a specific range.

 上記した第1実験式が、析出硬化後の焼結体の機械的特性が目標を満たす析出硬化後の焼結体のN含有比の範囲を予測するためのモデル(回帰モデル)になり、これを第1モデルという。また、上記した第2実験式が、析出硬化後の焼結体のN含有比が特定範囲になる仮焼体のN含有比の範囲を予測するためのモデル(回帰モデル)になり、これを第2モデルという。第1モデルでは、析出硬化後の焼結体の機械的特性が従属変数となり、析出硬化後の焼結体のN含有比が独立変数となる。また、第2モデルでは、析出硬化後の焼結体のN含有比が従属変数となり、仮焼体のN含有比が独立変数となる。 The first empirical formula described above is a model (regression model) for predicting the range of the N content of the sintered body after precipitation hardening in which the mechanical properties of the sintered body after precipitation hardening satisfy the target, and is referred to as the first model. The second empirical formula described above is a model (regression model) for predicting the range of the N content of the calcined body in which the N content of the sintered body after precipitation hardening falls within a specific range, and is referred to as the second model. In the first model, the mechanical properties of the sintered body after precipitation hardening are the dependent variable, and the N content of the sintered body after precipitation hardening is the independent variable. In the second model, the N content of the sintered body after precipitation hardening is the dependent variable, and the N content of the calcined body is the independent variable.

 第1モデルによる予測では、各々の独立変数に対する従属変数を予測値として求めるとともに、予測値の全平均と、その全平均と各々の予測値との差の絶対値のうちの最大値(Ymax)と、Mean Absolute Error(MAE)とを求めた。第1モデルの信頼性は、決定係数(R)を判断の主とし、YmaxとMAEとを考慮し、Root Mean Square Error(RMSE)およびRoot Mean Squared Logarithmic Error(RMSLE)を参照した。また、第2モデルによる予測では、独立変数に対する従属変数を求めて、従属変数の特定範囲(区間)に対応する独立変数の範囲を逆算的に予測値として求めた。第2モデルの信頼性は、Rを判断の主とし、RMSEおよびRMSLEを参照した。 In the prediction by the first model, the dependent variable for each independent variable was obtained as a predicted value, and the overall average of the predicted values, the maximum value (Ymax) of the absolute values of the difference between the overall average and each predicted value, and the Mean Absolute Error (MAE) were obtained. The reliability of the first model was determined mainly based on the coefficient of determination (R 2 ), taking into consideration Ymax and MAE, and referring to the Root Mean Square Error (RMSE) and Root Mean Squared Logarithmic Error (RMSLE). In addition, in the prediction by the second model, the dependent variable for the independent variable was obtained, and the range of the independent variable corresponding to a specific range (interval) of the dependent variable was calculated backwards as a predicted value. The reliability of the second model was determined mainly based on R 2 , and referring to the RMSE and RMSLE.

 この発明では、モデルの信頼性判断の主となるRの目安は、機械学習の分野の考え方を参考し、R≧0.7(R≦1)のモデルは無条件で「信頼性あり」と判断した。また、0.6≦R<0.7のモデルは、信頼性を向上させるために独立変数に約30%の余裕を付与する条件で「信頼性あり」とした。0.5≦R<0.6のモデルは、信頼性を十分に向上させるために独立変数に約50%の余裕度を持たせる条件で「信頼性あり」とした。なお、R<0.5未満のモデルは、無条件で「信頼性なし」とした。なお、決定係数(R)はその値が1に近いほど、Ymax、MAE、RMSEおよびRMSLEはその値が小さいほど、精度の高い予測が行われていることを表わす。 In this invention, the main guideline for R2 in determining the reliability of a model was based on the concept of machine learning, and models with R2 ≧0.7 ( R2 ≦1) were unconditionally determined to be "reliable". Models with 0.6≦ R2 <0.7 were determined to be "reliable" under the condition that the independent variables were given a margin of about 30% in order to improve reliability. Models with 0.5≦ R2 <0.6 were determined to be "reliable" under the condition that the independent variables were given a margin of about 50% in order to sufficiently improve reliability. Models with R2 <0.5 were unconditionally determined to be "unreliable". The closer the coefficient of determination ( R2 ) is to 1, and the smaller the values of Ymax, MAE, RMSE, and RMSLE are, the more accurate the prediction.

 以下、実験1~実験11を挙げて、具体的に説明する。 Below, we will explain the details using Experiments 1 to 11.

 実験1~実験11で行った成形体作製工程では、混錬物を射出成形して成形体(グリーン体)を作製した。その際、混錬物は、ガンマプライム析出硬化型の合金粉末およびバインダを用いた。その混錬物を射出成形装置の金型キャビティ内に射出成形し、直径が約8mmで長さが約50mmの円柱体(丸棒)の成形体(グリーン体)を作製した。なお、ガンマプライム析出硬化型の合金粉末は、AMS5377Gに規定されるアロイ718相当の化学成分を有する合金粉末とした。合金粉末の化学成分(質量%)の仕様を、以下に詳述する。合金粉末の基は、Niを50.0%~55.0%の範囲内とした。合金粉末の含有必須元素は、Cを0%~0.08%、Crを17.0%~21.0%、Moを2.80%~3.30%、Nbを4.75%~5.50%、Tiを0.75%~1.15%、Alを0.30%~0.70%、Bを0%~0.006%およびZrを0%~0.01%の範囲内とした。合金粉末の含有可能元素は、Mnを0%~0.35%、Siを0%~0.35%、Pを0%~0.015%、Sを0%~0.015%、Coを0%~1.0%、Taを0%~0.1%およびCuを0%~0.30%の範囲内とし、残部をFeおよび不純物元素とした。合金粉末の粒度分布の仕様は、積算体積分布曲線(レーザー回折散乱法)から求めたメジアン径d50を10μm~17μm、d10を3μm~9μmおよびd90を20μm~25μmとし、最大径が53μm以下となるようにした。また、バインダは、有機成分を含むパラフィンワックス、ポリプロピレン、ポリオレフィン系樹脂およびスチレン系樹脂などを配合して作製した。 In the compact manufacturing process carried out in Experiments 1 to 11, the kneaded material was injection molded to produce a compact (green body). The kneaded material used was a gamma prime precipitation hardening type alloy powder and a binder. The kneaded material was injection molded into the die cavity of an injection molding device to produce a cylindrical (round bar) compact (green body) with a diameter of approximately 8 mm and a length of approximately 50 mm. The gamma prime precipitation hardening type alloy powder was an alloy powder having a chemical composition equivalent to Alloy 718 as specified in AMS 5377G. The specifications of the chemical composition (mass%) of the alloy powder are detailed below. The base of the alloy powder was Ni in the range of 50.0% to 55.0%. The essential elements of the alloy powder are 0% to 0.08% C, 17.0% to 21.0% Cr, 2.80% to 3.30% Mo, 4.75% to 5.50% Nb, 0.75% to 1.15% Ti, 0.30% to 0.70% Al, 0% to 0.006% B, and 0% to 0.01% Zr. The elements that can be contained in the alloy powder are 0% to 0.35% Mn, 0% to 0.35% Si, 0% to 0.015% P, 0% to 0.015% S, 0% to 1.0% Co, 0% to 0.1% Ta, and 0% to 0.30% Cu, with the balance being Fe and impurity elements. The particle size distribution specifications of the alloy powder were determined from the cumulative volume distribution curve (laser diffraction scattering method) with a median diameter d50 of 10 μm to 17 μm, d10 of 3 μm to 9 μm, and d90 of 20 μm to 25 μm, with a maximum diameter of 53 μm or less. The binder was made by blending paraffin wax, polypropylene, polyolefin resin, and styrene resin containing organic components.

 実験1~実験11で行った脱脂体作製工程では、主にパラフィンワックス成分を除去する溶媒脱脂を行った後に加熱脱脂を行って、脱脂体(ブラウン体)を作製した。具体的には、脱脂体作製工程と仮焼体作製工程とを兼ねる工程として、成形体(グリーン体)を仮焼体作製工程で使用する炉内に載置した。そして、仮焼体作製工程で行う第1加熱の途中で、成形体(グリーン体)の加熱脱脂を進行させて加熱脱脂体の状態にすることによって、加熱脱脂体を作製した。なお、上記した仮焼体作製工程で行う第1加熱において、加熱脱脂の段階の炉内はアルゴンガスを導入した減圧雰囲気とした。 In the degreased body production process carried out in Experiments 1 to 11, a degreased body (brown body) was produced by performing solvent degreasing to mainly remove paraffin wax components, followed by thermal degreasing. Specifically, as a process combining the degreased body production process and the calcined body production process, the molded body (green body) was placed in the furnace used in the calcined body production process. Then, during the first heating carried out in the calcined body production process, the molded body (green body) was thermally degreased to produce a heated degreased body. Note that in the first heating carried out in the above-mentioned calcined body production process, the inside of the furnace during the thermal degreasing stage was a reduced pressure atmosphere with argon gas introduced.

 実験1~実験11で行った仮焼体作製工程では、第1加熱により仮焼体を作製した。具体的には、炉内を特定の雰囲気にするとともに、第1加熱の途中で成形体(グリーン体)を加熱脱脂体の状態にして脱脂体(ブラウン体)を形成し、その後に仮焼体の作製に適する温度で加熱保持を行って、仮焼体を作製した。具体的には、実験1~4では、炉内にアルゴンガスを導入して減圧しながら昇温し、約650℃に到達した時点で圧力制御しながら窒素ガスを導入(連続2時間)し、その後に圧力制御しながらアルゴンガスを導入して約1100℃に到達した時点で2時間の加熱保持を行った。同様に、実験5、6でも、約650℃に到達した時点で窒素ガスを導入(連続0.75時間)し、約1100℃に到達した時点で2時間の加熱保持を行った。同様に、実験7、8でも、約650℃に到達した時点で窒素ガスを導入(連続0.5時間)し、約1100℃に到達した時点で2時間の加熱保持を行った。これに対して、実験9~11では、約650℃に到達した時点で窒素ガスを導入せず、その後に約1000℃に到達した時点で2時間の加熱保持を行った。 In the calcination process carried out in Experiments 1 to 11, the calcination was carried out by the first heating. Specifically, the furnace was set to a specific atmosphere, and the molded body (green body) was heated and degreased during the first heating to form a degreased body (brown body), and then the calcination was carried out at a temperature suitable for the preparation of the calcination, to produce the calcination. Specifically, in Experiments 1 to 4, argon gas was introduced into the furnace and the temperature was raised while reducing the pressure, and when the temperature reached about 650°C, nitrogen gas was introduced while controlling the pressure (for two consecutive hours), and then argon gas was introduced while controlling the pressure, and when the temperature reached about 1100°C, the temperature was held for two hours. Similarly, in Experiments 5 and 6, nitrogen gas was introduced (for 0.75 consecutive hours) when the temperature reached about 650°C, and the temperature was held for two hours when the temperature reached about 1100°C. Similarly, in Experiments 7 and 8, nitrogen gas was introduced (for 0.5 consecutive hours) when the temperature reached about 650°C, and the temperature was held for two hours when the temperature reached about 1100°C. In contrast, in experiments 9 to 11, nitrogen gas was not introduced when the temperature reached approximately 650°C, and then heating was maintained for two hours when the temperature reached approximately 1000°C.

 実験1~実験11で行った焼結体作製工程では、仮焼体を用いて実焼結体(シルバー体)を作製した。具体的には、仮焼体を炉内に載置して圧力制御しながらアルゴンガスを導入して第2加熱を行い、仮焼体の仮焼組織が十分に焼結して焼結組織を構成することができる温度で加熱保持を行って、実焼結体(シルバー体)を作製した。その際、実験1、2では、約1260℃に到達した時点で4時間の加熱保持を行った。実験3~8では、約1250℃に到達した時点で4時間の加熱保持を行った。実験9では、約1220℃に到達した時点で4時間の加熱保持を行った。実験10では、約1230℃に到達した時点で4時間の加熱保持を行った。実験11では、約1210℃に到達した時点で4時間の加熱保持を行った。 In the sintered body production process carried out in Experiments 1 to 11, the calcined body was used to produce an actual sintered body (silver body). Specifically, the calcined body was placed in a furnace and argon gas was introduced while controlling the pressure to perform the second heating, and the actual sintered body (silver body) was produced by heating and holding at a temperature at which the calcined structure of the calcined body could be sufficiently sintered to form a sintered structure. In Experiments 1 and 2, the temperature was held for 4 hours when it reached approximately 1260°C. In Experiments 3 to 8, the temperature was held for 4 hours when it reached approximately 1250°C. In Experiment 9, the temperature was held for 4 hours when it reached approximately 1220°C. In Experiment 10, the temperature was held for 4 hours when it reached approximately 1230°C. In Experiment 11, the temperature was held for 4 hours when it reached approximately 1210°C.

 次いで、実験3~実験8および実験10では、析出硬化工程を行う前に、実焼結体(シルバー体)に対してHIP処理工程を行った。その際、HIP処理は、実焼結体(シルバー体)を炉内に載置してアルゴンガス雰囲気とし、保持圧力を約100MPaとして、約1160℃で約1時間の加熱保持を行った。なお、実験1、2および実験9では、実焼結体(シルバー体)に対してHIP処理を行わなかった。 Next, in Experiments 3 to 8 and 10, the actual sintered body (silver body) was subjected to a HIP treatment process before the precipitation hardening process. In this case, the HIP treatment was performed by placing the actual sintered body (silver body) in a furnace, creating an argon gas atmosphere, setting the holding pressure to about 100 MPa, and heating and holding at about 1160°C for about 1 hour. Note that in Experiments 1, 2 and 9, the actual sintered body (silver body) was not subjected to HIP treatment.

 実験1~実験11で行った析出硬化工程では、実焼結体(シルバー体)またはHIP処理後の焼結体に対して析出硬化処理を行って、析出硬化後の焼結体を作製した。その際、析出硬化処理は、実焼結体(シルバー体)またはHIP処理後の焼結体に対して溶体化処理を行った後に時効処理を行う処理とした。溶体化処理は、実焼結体(シルバー体)またはHIP処理後の焼結体を炉内に載置して十分に減圧して真空化し、約1050℃で1時間の加熱保持を行った。時効処理は、溶体化処理後の焼結体を炉内に載置して十分に減圧して真空化し、約720℃で8時間の加熱保持を行ってから降温し、約620℃に到達した時点で8時間の保温を行った。 In the precipitation hardening process carried out in Experiments 1 to 11, the actual sintered body (silver body) or the sintered body after HIP treatment was subjected to precipitation hardening treatment to produce a precipitation-hardened sintered body. In this case, the precipitation hardening treatment was a process in which the actual sintered body (silver body) or the sintered body after HIP treatment was subjected to solution treatment and then aging treatment. For the solution treatment, the actual sintered body (silver body) or the sintered body after HIP treatment was placed in a furnace, sufficiently reduced pressure to create a vacuum, and heated and held at approximately 1050°C for 1 hour. For the aging treatment, the sintered body after solution treatment was placed in a furnace, sufficiently reduced pressure to create a vacuum, heated and held at approximately 720°C for 8 hours, then cooled, and when it reached approximately 620°C, it was kept at that temperature for 8 hours.

 上記したプロセスフローにより、実験1~11の仮焼体、実焼結体(シルバー体)および析出硬化後の焼結体を得た。そして、実験1~11の仮焼体、実焼結体(シルバー体)および析出硬化後の焼結体について、N含有比を分析した。また、実験1~11の析出硬化後の焼結体について、常温強度および高温強度を測定した。その際、N含有比は、酸素・窒素分析装置(堀場製作所製EMGA-920)により分析した。常温強度は、JIS-Z2241:2011を参照し、中央部の寸法が直径3mmで長さ7mmの試験片を用いて約20℃の環境下で引張試験を行って、0.2%耐力、引張強さおよび伸びを測定した。高温強度は、JIS-G0567:2020を参照し、上記同様の試験片を用いて約650℃の環境下で引張試験を行って、0.2%耐力、引張強さおよび伸びを測定した。その結果を、表1に示す。 The above process flow was used to obtain the calcined bodies, the actual sintered bodies (silver bodies), and the sintered bodies after precipitation hardening for Experiments 1 to 11. The N content ratio was then analyzed for the calcined bodies, the actual sintered bodies (silver bodies), and the sintered bodies after precipitation hardening for Experiments 1 to 11. The room temperature strength and high temperature strength were also measured for the sintered bodies after precipitation hardening for Experiments 1 to 11. The N content ratio was analyzed using an oxygen/nitrogen analyzer (EMGA-920 manufactured by Horiba, Ltd.). The room temperature strength was measured with reference to JIS-Z2241:2011, and a tensile test was performed in an environment of approximately 20°C using a test piece with a central dimension of 3 mm in diameter and 7 mm in length, to measure the 0.2% yield strength, tensile strength, and elongation. The high temperature strength was measured with reference to JIS-G0567:2020, and a tensile test was performed in an environment of approximately 650°C using the same test piece as above, to measure the 0.2% yield strength, tensile strength, and elongation. The results are shown in Table 1.

Figure JPOXMLDOC01-appb-T000001
Figure JPOXMLDOC01-appb-T000001

 次に、表1に示す析出硬化後の焼結体の測定データに基づいて実験式(実験近似式)を導出した。具体的には、実用性および容易性を考慮し、汎用の表計算ソフトウェア(Microsoft製Excel)を用いて、析出硬化後の焼結体のN含有比と機械的特性とのグラフ(散布図)を作成し、そのグラフの付帯機能で多項(2次)近似式を求めた。そして、その多項(2次)近似式を実験式(実験近似式)と定義し、回帰モデルとして利用し、機械的特性が目標を満たす析出硬化後の焼結体のN含有比の範囲を予測した。表2に、実験1~11の析出硬化後の焼結体のN含有比の実測値(表1参照)を用いて、後述する各々の第1モデルにより予測した機械的特性の予測値を示す。 Next, an empirical formula (empirical approximation formula) was derived based on the measurement data of the sintered body after precipitation hardening shown in Table 1. Specifically, taking into consideration practicality and ease, a general-purpose spreadsheet software (Microsoft Excel) was used to create a graph (scatter plot) of the N content ratio and mechanical properties of the sintered body after precipitation hardening, and a polynomial (quadratic) approximation formula was obtained using the graph's auxiliary functions. Then, the polynomial (quadratic) approximation formula was defined as an empirical formula (empirical approximation formula) and used as a regression model to predict the range of the N content ratio of the sintered body after precipitation hardening in which the mechanical properties meet the target. Table 2 shows the predicted values of the mechanical properties predicted by each of the first models described below using the actual measured values of the N content ratio of the sintered body after precipitation hardening in Experiments 1 to 11 (see Table 1).

Figure JPOXMLDOC01-appb-T000002
Figure JPOXMLDOC01-appb-T000002

<0.2%耐力>
 図2は、析出硬化後の焼結体のN含有比および0.2%耐力の実測値を用いて、汎用の表計算ソフトで作成したグラフ(散布図)である。グラフの横軸は析出硬化後の焼結体のN含有比である。グラフの縦軸は常温環境下の0.2%耐力(以下、「常温耐力」という。)および高温環境下の0.2%耐力(以下、「高温耐力」という。)である。常温耐力を「●」で示す。高温耐力を「▲」で示す。曲線の一方は、析出硬化後の焼結体のN含有比と常温耐力との関係性を示す多項(2次)近似式である。曲線の他方は、析出硬化後の焼結体のN含有比と高温耐力との関係性を示す多項(2次)近似式である。
<0.2% Yield Strength>
FIG. 2 is a graph (scatter diagram) created by a general-purpose spreadsheet using the measured values of the N content ratio and 0.2% yield strength of the sintered body after precipitation hardening. The horizontal axis of the graph is the N content ratio of the sintered body after precipitation hardening. The vertical axis of the graph is the 0.2% yield strength in a room temperature environment (hereinafter referred to as "room temperature yield strength") and the 0.2% yield strength in a high temperature environment (hereinafter referred to as "high temperature yield strength"). The room temperature yield strength is indicated by "●". The high temperature yield strength is indicated by "▲". One of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the room temperature yield strength. The other of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the high temperature yield strength.

 0.2%耐力が目標を満たす析出硬化後の焼結体のN含有比の範囲を予測するために、図2に示すグラフ(散布図)の多項(2次)近似式を第1実験式と定義し、これを第1モデルy=Ax+Bx+C(A、B、Cは係数)とした。そして、第1モデルにより、析出硬化後の焼結体のN含有比を独立変数xとして、従属変数yとなる0.2%耐力の予測値(表2参照)を求めた。次いで、x≧0の区間において、第1モデルのRを判断の主とし、YmaxとMAEとを考慮し、RMSEおよびRMSLEを参照して、析出硬化後の焼結体のN含有比の範囲を予測した。なお、第1モデルでの常温耐力の目標は1050MPa以上であり、高温耐力の目標は870MPa以上である。第1モデルによる常温耐力に係る予測結果を表3に示し、高温耐力に係る予測結果を表4に示す。 In order to predict the range of the N content ratio of the sintered body after precipitation hardening in which the 0.2% proof stress satisfies the target, the polynomial (quadratic) approximation formula of the graph (scatter diagram) shown in FIG. 2 was defined as the first empirical formula, which was the first model y = Ax 2 + Bx + C (A, B, and C are coefficients). Then, using the first model, the N content ratio of the sintered body after precipitation hardening was set as the independent variable x, and the predicted value of the 0.2% proof stress (see Table 2) which is the dependent variable y was obtained. Next, in the section of x≧0, the range of the N content ratio of the sintered body after precipitation hardening was predicted with the R 2 of the first model as the main judgment, taking into consideration Ymax and MAE, and referring to RMSE and RMSLE. Note that the target of the room temperature proof stress in the first model is 1050 MPa or more, and the target of the high temperature proof stress is 870 MPa or more. The prediction results for the room temperature proof stress by the first model are shown in Table 3, and the prediction results for the high temperature proof stress are shown in Table 4.

Figure JPOXMLDOC01-appb-T000003
Figure JPOXMLDOC01-appb-T000003

 表3に示すように、常温耐力に係る第1モデルによる予測結果は、x≧0の区間において、yが1050以上となって目標を満たすときのxが、0.0110以上で、0.0770以下となった。また、xが0.0440のとき、yが最大となった。これより、析出硬化後の焼結体の常温耐力が目標の1050MPa以上となるときの析出硬化後の焼結体のN含有比が、0.0110質量%以上で、0.0770質量%以下という予測結果となった。この常温耐力に係る第1モデルは、Rが約0.73で信頼性の目安とした0.7よりも大きい。また、表2に示す予測値の全平均(約1122MPa)に対して、MAE(約27)から推定される誤差は約2.4%であり、Ymax(約96)から推定される振れは約8.6%である。また、RMSE(約32)とRMSLE(約0.028)は、いずれも信頼性が疑われる水準ではない。上記した観点から、常温耐力に係る第1モデルの予測結果は、外れ値の影響を大きく受けている可能性は小さいと考えられるため、「信頼性あり」と判断することができる。 As shown in Table 3, the prediction result by the first model for room temperature yield strength was 0.0110 or more and 0.0770 or less when y was 1050 or more and met the target in the range of x≧0. Also, when x was 0.0440, y was maximum. As a result, the prediction result was that the N content ratio of the sintered body after precipitation hardening when the room temperature yield strength of the sintered body after precipitation hardening becomes the target of 1050 MPa or more is 0.0110 mass% or more and 0.0770 mass% or less. This first model for room temperature yield strength has an R2 of about 0.73, which is larger than 0.7, which is the reliability benchmark. Also, with respect to the overall average of the predicted values shown in Table 2 (about 1122 MPa), the error estimated from MAE (about 27) is about 2.4%, and the deviation estimated from Ymax (about 96) is about 8.6%. In addition, both the RMSE (about 32) and the RMSLE (about 0.028) are not at a level that calls into question the reliability. From the above perspective, the prediction results of the first model for room temperature strength are unlikely to be significantly affected by outliers, and therefore can be judged to be "reliable."

Figure JPOXMLDOC01-appb-T000004
Figure JPOXMLDOC01-appb-T000004

 表4に示すように、高温耐力に係る第1モデルによる予測結果は、x≧0の区間において、yが870以上となって目標を満たすときのxが、0.0158以上で、0.1308以下となった。また、xが0.0733のとき、yが最大となった。これより、析出硬化後の焼結体の高温耐力が目標の870MPa以上となるときの析出硬化後の焼結体のN含有比が、0.0158質量%以上で、0.1308質量%以下という予測結果となった。この高温耐力に係る第1モデルは、Rが約0.81で信頼性の目安とした0.7よりも十分に大きい。また、表2に示す予測値の全平均(約913MPa)に対して、MAE(約18)から推定される誤差は約2%であり、Ymax(約73)から推定される振れは約8%である。また、RMSE(約20)とRMSLE(約0.022)は、いずれも信頼性が疑われる水準ではない。上記した観点から、高温耐力に係る第1モデルの予測結果は、外れ値の影響を大きく受けている可能性は小さいと考えられるため、「信頼性あり」と判断することができる。 As shown in Table 4, the prediction results of the first model for high temperature yield strength were such that, in the range of x≧0, when y was 870 or more and met the target, x was 0.0158 or more and 0.1308 or less. In addition, when x was 0.0733, y was maximum. As a result, the prediction result was that the N content ratio of the sintered body after precipitation hardening when the high temperature yield strength of the sintered body after precipitation hardening was the target of 870 MPa or more was 0.0158 mass% or more and 0.1308 mass% or less. This first model for high temperature yield strength has an R2 of about 0.81, which is sufficiently larger than 0.7, which was used as a guideline for reliability. In addition, the error estimated from MAE (about 18) was about 2% for the overall average of the predicted values shown in Table 2 (about 913 MPa), and the deviation estimated from Ymax (about 73) was about 8%. In addition, neither RMSE (about 20) nor RMSLE (about 0.022) was at a level that doubted reliability. From the above perspective, it is considered that the prediction results of the first model for high temperature resistance are unlikely to be significantly influenced by outliers, and therefore can be judged to be "reliable."

<引張強さ>
 図3は、析出硬化後の焼結体のN含有比および引張強さの実測値を用いて、汎用の表計算ソフトで作成したグラフ(散布図)である。グラフの横軸は析出硬化後の焼結体のN含有比である。グラフの縦軸は常温環境下の引張強さ(以下、「常温引張強さ」という。)および高温環境下の引張強さ(以下、「高温引張強さ」という。)である。常温引張強さを「●」で示す。高温引張強さを「▲」で示す。曲線の一方は、析出硬化後の焼結体のN含有比と常温引張強さとの関係性を示す多項(2次)近似式である。曲線の他方は、析出硬化後の焼結体のN含有比と高温引張強さとの関係性を示す多項(2次)近似式である。
<Tensile strength>
FIG. 3 is a graph (scatter diagram) created by a general-purpose spreadsheet using the measured values of the N content ratio and tensile strength of the sintered body after precipitation hardening. The horizontal axis of the graph is the N content ratio of the sintered body after precipitation hardening. The vertical axis of the graph is the tensile strength in a room temperature environment (hereinafter referred to as "room temperature tensile strength") and the tensile strength in a high temperature environment (hereinafter referred to as "high temperature tensile strength"). The room temperature tensile strength is indicated by "●". The high temperature tensile strength is indicated by "▲". One of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the room temperature tensile strength. The other of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the high temperature tensile strength.

 引張強さが目標を満たす析出硬化後の焼結体のN含有比の範囲を予測するために、図3に示すグラフ(散布図)の多項(2次)近似式を第1実験式と定義し、これを第1モデルy=Ax+Bx+C(A、B、Cは係数)とした。そして、第1モデルにより、析出硬化後の焼結体のN含有比を独立変数xとして、従属変数yとなる引張強さの予測値(表2参照)を求めた。次いで、x≧0の区間において、第1モデルのRを判断の主とし、YmaxとMAEとを考慮し、RMSEおよびRMSLEを参照して、析出硬化後の焼結体のN含有比の範囲を予測した。なお、第1モデルでの常温引張強さの目標は1280MPa以上であり、高温引張強さの目標は970MPa以上である。第1モデルによる常温引張強さに係る予測結果を表5に示し、高温引張強さに係る予測結果を表6に示す。 In order to predict the range of the N content ratio of the sintered body after precipitation hardening that satisfies the target tensile strength, the polynomial (quadratic) approximation formula of the graph (scatter diagram) shown in FIG. 3 was defined as the first empirical formula, which was the first model y = Ax 2 + Bx + C (A, B, C are coefficients). Then, using the first model, the N content ratio of the sintered body after precipitation hardening was set as the independent variable x, and the predicted value of the tensile strength (see Table 2) that becomes the dependent variable y was obtained. Next, in the section of x ≧ 0, the range of the N content ratio of the sintered body after precipitation hardening was predicted with the R 2 of the first model as the main judgment, taking into consideration Ymax and MAE, and referring to RMSE and RMSLE. Note that the target of the room temperature tensile strength in the first model is 1280 MPa or more, and the target of the high temperature tensile strength is 970 MPa or more. The prediction results for the room temperature tensile strength by the first model are shown in Table 5, and the prediction results for the high temperature tensile strength are shown in Table 6.

Figure JPOXMLDOC01-appb-T000005
Figure JPOXMLDOC01-appb-T000005

 表5に示すように、常温引張強さに係る第1モデルによる予測結果は、x≧0の区間において、yが1280以上となって目標を満たすときのxが、0.0071以上で、0.0808以下となった。また、xが0.0439のとき、yが最大となった。これより、析出硬化後の焼結体の常温引張強さが目標の1280MPa以上となるときの析出硬化後の焼結体のN含有比が、0.0071質量%以上で、0.0808質量%以下という予測結果となった。この常温引張強さに係る第1モデルは、Rが約0.89で信頼性の目安とした0.7よりも十分に大きい。また、表2に示す予測値の全平均(約1362MPa)に対して、MAE(約14)から推定される誤差は約1%であり、Ymax(約86)から推定される振れは約6.3%である。また、RMSE(約15)とRMSLE(約0.011)は、いずれも信頼性が疑われる水準ではない。上記した観点から、常温引張強さに係る第1モデルの予測結果は、外れ値の影響を大きく受けている可能性は小さいと考えられるため、「信頼性あり」と判断することができる。 As shown in Table 5, the prediction result by the first model for room temperature tensile strength was 0.0071 or more and 0.0808 or less when y was 1280 or more and met the target in the range of x≧0. Also, when x was 0.0439, y was maximum. As a result, the predicted result was that the N content ratio of the sintered body after precipitation hardening when the room temperature tensile strength of the sintered body after precipitation hardening was the target 1280 MPa or more was 0.0071 mass% or more and 0.0808 mass% or less. This first model for room temperature tensile strength has an R2 of about 0.89, which is sufficiently larger than 0.7, which is the reliability benchmark. Also, with respect to the overall average of the predicted values shown in Table 2 (about 1362 MPa), the error estimated from MAE (about 14) was about 1%, and the deviation estimated from Ymax (about 86) was about 6.3%. In addition, both the RMSE (about 15) and the RMSLE (about 0.011) are not at a level that calls into question the reliability. From the above viewpoints, it is considered that the prediction result of the first model for the room temperature tensile strength is unlikely to be significantly affected by outliers, and therefore it can be judged to be "reliable."

Figure JPOXMLDOC01-appb-T000006
Figure JPOXMLDOC01-appb-T000006

 表6に示すように、高温引張強さに係る第1モデルによる予測結果は、x≧0の区間において、yが970以上となって目標を満たすときのxが、0.0000以上で、0.1187以下となった。また、xが0.0585のとき、yが最大となった。これより、析出硬化後の焼結体の高温引張強さが目標の970MPa以上となるときの析出硬化後の焼結体のN含有比が、0.0000質量%以上で、0.1187質量%以下という予測結果となった。この高温引張強さに係る第1モデルは、Rが約0.81で信頼性の目安とした0.7よりも十分に大きい。また、表2に示す予測値の全平均(約1078MPa)に対して、MAE(約17)から推定される誤差は約1.6%であり、Ymax(約77)から推定される振れは約7.1%である。また、RMSE(約19)とRMSLE(約0.017)は、いずれも信頼性が疑われる水準ではない。上記した観点から、高温引張強さに係る第1モデルの予測結果は、外れ値の影響を大きく受けている可能性は小さいと考えられるため、「信頼性あり」と判断することができる。 As shown in Table 6, the prediction results of the first model for high temperature tensile strength were such that, in the range of x≧0, when y was 970 or more and met the target, x was 0.0000 or more and 0.1187 or less. Also, when x was 0.0585, y was maximum. As a result, the prediction result was that the N content ratio of the sintered body after precipitation hardening when the high temperature tensile strength of the sintered body after precipitation hardening was the target of 970 MPa or more was 0.0000 mass% or more and 0.1187 mass% or less. This first model for high temperature tensile strength has an R2 of about 0.81, which is sufficiently larger than 0.7, which is used as a guideline for reliability. Also, with respect to the overall average of the predicted values shown in Table 2 (about 1078 MPa), the error estimated from MAE (about 17) was about 1.6%, and the deviation estimated from Ymax (about 77) was about 7.1%. In addition, both the RMSE (about 19) and the RMSLE (about 0.017) are not at a level that calls into question the reliability. From the above viewpoints, it is considered that the prediction result of the first model for the high temperature tensile strength is unlikely to be significantly affected by outliers, and therefore it can be judged to be "reliable."

<伸び>
 図4は、析出硬化後の焼結体のN含有比および伸びの実測値を用いて、汎用の表計算ソフトで作成したグラフ(散布図)である。グラフの横軸は析出硬化後の焼結体のN含有比である。グラフの縦軸は常温環境下の伸び(以下、「常温伸び」という。)および高温環境下の伸び(以下、「高温伸び」という。)である。常温伸びを「●」で示す。高温伸びを「▲」で示す。曲線の一方は、析出硬化後の焼結体のN含有比と常温伸びとの関係性を示す多項(2次)近似式である。曲線の他方は、析出硬化後の焼結体のN含有比と高温伸びとの関係性を示す多項(2次)近似式である。
<Stretch>
FIG. 4 is a graph (scatter diagram) created by a general-purpose spreadsheet using the measured values of the N content ratio and elongation of the sintered body after precipitation hardening. The horizontal axis of the graph is the N content ratio of the sintered body after precipitation hardening. The vertical axis of the graph is the elongation in a room temperature environment (hereinafter referred to as "room temperature elongation") and the elongation in a high temperature environment (hereinafter referred to as "high temperature elongation"). The room temperature elongation is indicated by "●". The high temperature elongation is indicated by "▲". One of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the room temperature elongation. The other of the curves is a polynomial (quadratic) approximation equation showing the relationship between the N content ratio of the sintered body after precipitation hardening and the high temperature elongation.

 伸びが目標を満たす析出硬化後の焼結体のN含有比の範囲を予測するために、図4に示すグラフ(散布図)の多項(2次)近似式を第1実験式と定義し、これを第1モデルy=Ax+Bx+C(A、B、Cは係数)とした。そして、第1モデルにより、析出硬化後の焼結体のN含有比を独立変数xとして、従属変数yとなる伸びの予測値(表2参照)を求めた。次いで、x≧0の区間において、第1モデルのRを判断の主とし、YmaxとMAEとを考慮し、RMSEおよびRMSLEを参照して、析出硬化後の焼結体のN含有比の範囲を予測した。なお、第1モデルでの常温伸びの目標は1280MPa以上であり、高温延びの目標は970MPa以上である。第1モデルによる常温伸びに係る予測結果を表7に示し、高温伸びに係る予測結果を表8に示す。 In order to predict the range of the N content ratio of the sintered body after precipitation hardening that satisfies the target elongation, the polynomial (quadratic) approximation formula of the graph (scatter diagram) shown in FIG. 4 was defined as the first empirical formula, which was the first model y = Ax 2 + Bx + C (A, B, and C are coefficients). Then, using the first model, the N content ratio of the sintered body after precipitation hardening was set as the independent variable x, and the predicted value of elongation (see Table 2) that becomes the dependent variable y was obtained. Next, in the section of x ≧ 0, the range of the N content ratio of the sintered body after precipitation hardening was predicted with the R 2 of the first model as the main judgment, taking into consideration Ymax and MAE, and referring to RMSE and RMSLE. Note that the target of the room temperature elongation in the first model is 1280 MPa or more, and the target of the high temperature elongation is 970 MPa or more. The prediction results for the room temperature elongation by the first model are shown in Table 7, and the prediction results for the high temperature elongation are shown in Table 8.

Figure JPOXMLDOC01-appb-T000007
Figure JPOXMLDOC01-appb-T000007

 表7に示すように、常温伸びに係る第1モデルによる予測結果は、x≧0の区間において、yが12以上となって目標を満たすときのxが、0.0000以上で、0.0606以下となった。また、xが0.0289のとき、yが最大となった。これより、析出硬化後の焼結体の常温伸びが目標の12%以上となるときの析出硬化後の焼結体のN含有比が、0.0000質量%以上で、0.0606質量%以下という予測結果となった。この常温伸びに係る第1モデルは、Rが約0.68で信頼性の目安とした0.7よりもやや小さい。また、表2に示す予測値の全平均(約22.3%)に対して、MAE(約1.4)から推定される誤差は約6.3%であり、Ymax(約5.2)から推定される振れは約23.3%であり、いずれもやや大きい。また、RMSE(約1.8)とRMSLE(約0.082)は、いずれも信頼性が疑われる水準ではない。上記した観点から、常温伸びに係る第1モデルの予測結果は、外れ値の影響を受けている可能性があると判断し、信頼性を向上させるために独立変数に余裕を付与することにした。 As shown in Table 7, the prediction results of the first model for room temperature elongation were such that, in the range of x≧0, when y was 12 or more and met the target, x was 0.0000 or more and 0.0606 or less. Also, when x was 0.0289, y was maximum. As a result, the predicted result was that the N content ratio of the sintered body after precipitation hardening when the room temperature elongation of the sintered body after precipitation hardening was the target of 12% or more was 0.0000 mass% or more and 0.0606 mass% or less. The first model for room temperature elongation had an R2 of about 0.68, which is slightly smaller than 0.7, which was used as a guideline for reliability. Also, compared to the overall average (about 22.3%) of the predicted values shown in Table 2, the error estimated from MAE (about 1.4) was about 6.3%, and the deviation estimated from Ymax (about 5.2) was about 23.3%, both of which were slightly large. In addition, both the RMSE (about 1.8) and the RMSLE (about 0.082) are not at a level that calls into question the reliability. From the above viewpoints, it was determined that the prediction results of the first model for room temperature elongation may be affected by outliers, and it was decided to provide a margin for the independent variables in order to improve the reliability.

 そこで、0.6≦R<0.7を満たす常温伸びに係る第1モデルでは、上記したように、独立変数に約30%の余裕を付与する条件を適用することにした。具体的には、従属変数yが表7に示す12.1の約1.3倍(15.7)となる独立変数x(0.0564)を求めて、そのx値(0.0564)に基づいて析出硬化後の焼結体のN含有比の区間の上限を予測した。これにより、析出硬化後の焼結体の常温伸びが目標の12%以上となるときの析出硬化後の焼結体のN含有比が、0.0000質量%以上で、0.0564質量%以下という予測結果となった。上記した観点から、常温伸びに係る第1モデルの予測結果は、外れ値の影響を受けている可能性があるが、区間の上限に約30%の余裕を含ませたことによって「信頼性あり」と判断することができる。 Therefore, in the first model related to room temperature elongation that satisfies 0.6≦R 2 <0.7, the condition of giving a margin of about 30% to the independent variable was applied as described above. Specifically, the independent variable x (0.0564) was obtained such that the dependent variable y was about 1.3 times (15.7) of 12.1 shown in Table 7, and the upper limit of the interval of the N content ratio of the sintered body after precipitation hardening was predicted based on the x value (0.0564). As a result, the predicted result was that the N content ratio of the sintered body after precipitation hardening when the room temperature elongation of the sintered body after precipitation hardening becomes the target 12% or more is 0.0000 mass% or more and 0.0564 mass% or less. From the above viewpoint, the predicted result of the first model related to room temperature elongation may be influenced by outliers, but it can be judged to be "reliable" by including a margin of about 30% in the upper limit of the interval.

Figure JPOXMLDOC01-appb-T000008
Figure JPOXMLDOC01-appb-T000008

 また、表8に示すように、高温伸びに係る第1モデルによる予測結果は、x≧0の区間において、yが6以上となって目標を満たすときのxが、0.0000以上で、0.0608以下となった。また、xの増加に対してyが変曲せずに減少する傾向となった。これより、析出硬化後の焼結体の高温伸びが目標の12%以上となるときの析出硬化後の焼結体のN含有比が、0.0000質量%以上で、0.0606質量%以下という予測結果となった。この高温伸びに係る第1モデルは、Rが約0.53で信頼性の目安とした0.7よりもかなり小さい。また、表2に示す予測値の全平均(約15.2%)に対して、MAE(約3.0)から推定される誤差は約20%であり、Ymax(約8.1)から推定される振れは約53%であり、いずれもかなり大きい。また、RMSE(約4.1)は信頼性が疑われる水準ではないが、RMSLE(約0.274)は信頼性が疑われる水準である。上記した観点から、高温伸びに係る第1モデルの予測結果は、外れ値の影響を受けている可能性があると判断し、信頼性を向上させるために独立変数に余裕を付与することにした。 As shown in Table 8, the prediction results of the first model for high-temperature elongation were such that, in the range of x≧0, when y was 6 or more and met the target, x was 0.0000 or more and 0.0608 or less. In addition, y tended to decrease without inflection with respect to an increase in x. As a result, the prediction result was that the N content ratio of the sintered body after precipitation hardening when the high-temperature elongation of the sintered body after precipitation hardening was the target of 12% or more was 0.0000 mass% or more and 0.0606 mass% or less. The first model for high-temperature elongation had an R2 of about 0.53, which is significantly smaller than 0.7, which was used as a guideline for reliability. In addition, the error estimated from MAE (about 3.0) was about 20%, and the deviation estimated from Ymax (about 8.1) was about 53%, compared to the overall average of the predicted values shown in Table 2 (about 15.2%), both of which were quite large. In addition, the RMSE (about 4.1) is not at a level that calls into question the reliability, but the RMSLE (about 0.274) is at a level that calls into question the reliability. From the above viewpoints, it was determined that the prediction results of the first model regarding high-temperature elongation may be affected by outliers, and it was decided to provide a margin to the independent variables in order to improve the reliability.

 そこで、0.5≦R<0.6を満たす高温伸びに係る第1モデルでは、上記したように、独立変数に約50%の余裕を付与する条件を適用することにした。具体的には、従属変数yが表8に示す6.0の約1.5倍(9.1)となる独立変数x(0.0546)を求めて、そのx値(0.0546)に基づいて析出硬化後の焼結体のN含有比の区間の上限を予測した。これにより、析出硬化後の焼結体の高温伸びが目標の6%以上となるときの析出硬化後の焼結体のN含有比が、0.0000質量%以上で、0.0546質量%以下という予測結果となった。上記した観点から、高温伸びに係る第1モデルの予測結果は、外れ値の影響を受けている可能性があるが、区間の上限に約50%の余裕を含ませたことによって「信頼性あり」と判断することができる。 Therefore, in the first model related to high-temperature elongation that satisfies 0.5≦R 2 <0.6, the condition of giving a margin of about 50% to the independent variable was applied as described above. Specifically, the independent variable x (0.0546) was obtained such that the dependent variable y was about 1.5 times (9.1) of 6.0 shown in Table 8, and the upper limit of the interval of the N content ratio of the sintered body after precipitation hardening was predicted based on the x value (0.0546). As a result, the N content ratio of the sintered body after precipitation hardening when the high-temperature elongation of the sintered body after precipitation hardening becomes the target 6% or more was predicted to be 0.0000 mass% or more and 0.0546 mass% or less. From the above viewpoint, the prediction result of the first model related to high-temperature elongation may be influenced by outliers, but it can be judged to be "reliable" by including a margin of about 50% in the upper limit of the interval.

 上記したように、表1に示す測定データに基づいて構築した各々の機械的特性に係る第1モデルを利用して、各々の機械的特性が目標を満たす析出硬化後の焼結体のN含有比の範囲を予測した。その結果、常温耐力の場合、0.0110質量%以上0.0770質量%以下となった。また、常温引張強さの場合、0.0071質量%以上0.0808質量%以下となった。また、常温伸びの場合、0.0000質量%以上0.0564質量%以下となった。これより、析出硬化後の焼結体のN含有比の範囲は、区間の下限が常温耐力によって制限され、区間の上限が常温伸びによって制限されることが分かる。そして、常温(約20℃)環境下における0.2%耐力、引張強さおよび伸びの目標を同時に満たす析出硬化後の焼結体のN含有比の範囲が、区間の下限の最大値の0.0110質量%以上で、区間の上限の最小値の0.0564質量%以下であることが分かる。この観点から、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下(小数点第四位を四捨五入)のNを含む焼結体は、常温(約20℃)環境下において、1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有する可能性が十分に大きいと判断することができる。 As described above, the first model for each mechanical property constructed based on the measurement data shown in Table 1 was used to predict the range of N content of the sintered body after precipitation hardening in which each mechanical property meets the target. As a result, in the case of room temperature yield strength, it was 0.0110 mass% or more and 0.0770 mass% or less. In addition, in the case of room temperature tensile strength, it was 0.0071 mass% or more and 0.0808 mass% or less. In addition, in the case of room temperature elongation, it was 0.0000 mass% or more and 0.0564 mass% or less. From this, it can be seen that the range of N content of the sintered body after precipitation hardening is limited by the room temperature yield strength at the lower limit of the interval and limited by the room temperature elongation at the upper limit of the interval. It can also be seen that the range of N content of the sintered body after precipitation hardening that simultaneously meets the targets of 0.2% yield strength, tensile strength, and elongation in a room temperature (about 20°C) environment is 0.0110 mass% or more, which is the maximum value of the lower limit of the interval, and 0.0564 mass% or less, which is the minimum value of the upper limit of the interval. From this perspective, it can be determined that a sintered body made of a gamma prime precipitation hardening alloy containing 0.011% to 0.056% by mass (rounded to the nearest 4 decimal points) of N after precipitation hardening is highly likely to have a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (approximately 20°C) environment.

 同様に、高温耐力の場合、0.0158質量%以上0.1308質量%以下となった。また、高温引張強さの場合、0.0000質量%以上0.1187質量%以下となった。また、高温伸びの場合は0.0000質量%以上0.0546質量%以下となった。これより、析出硬化後の焼結体のN含有比の範囲は、区間の下限が高温耐力によって制限され、区間の上限が高温伸びによって制限されることが分かる。そして、高温(約650℃)環境下における0.2%耐力、引張強さおよび伸びの目標を同時に満たす析出硬化後の焼結体のN含有比の範囲が、区間の下限の最大値の0.0158質量%以上で、区間の上限の最小値の0.0546質量%以下であることが分かる。この観点から、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.016質量%以上0.055質量%以下(小数点第四位を四捨五入)のNを含む焼結体は、高温(約650℃)環境下において、870MPa以上の0.2%耐力、970MPa以上の引張強さおよび6%以上の伸びを有する可能性が十分に大きいと判断することができる。 Similarly, in the case of high-temperature yield strength, it was 0.0158 mass% or more and 0.1308 mass% or less. In the case of high-temperature tensile strength, it was 0.0000 mass% or more and 0.1187 mass% or less. In the case of high-temperature elongation, it was 0.0000 mass% or more and 0.0546 mass% or less. From this, it can be seen that the range of the N content of the sintered body after precipitation hardening is limited by the high-temperature yield strength at the lower limit of the interval and by the high-temperature elongation at the upper limit of the interval. It can also be seen that the range of the N content of the sintered body after precipitation hardening that simultaneously satisfies the targets of 0.2% yield strength, tensile strength, and elongation in a high-temperature (approximately 650°C) environment is equal to or more than the maximum value of the lower limit of the interval of 0.0158 mass% and equal to or less than the minimum value of the upper limit of the interval of 0.0546 mass%. From this perspective, it can be determined that a sintered body made of a gamma prime precipitation hardening alloy containing 0.016% to 0.055% by mass (rounded to the nearest tenth) of N after precipitation hardening is highly likely to have a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high-temperature (approximately 650°C) environment.

 さらに、上記した高温強度の目標を満たす析出硬化後の焼結体のN含有比の範囲(0.016質量%以上0.055質量%以下)は、上記した常温強度の目標を満たす析出硬化後の焼結体のN含有比の範囲(0.011質量%以上0.056質量%以下)に含まれている。この観点から、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.016質量%以上0.055質量%以下のNを含む焼結体は、上記した常温強度および高温強度の目標を同時に満たす可能性が十分に大きいと判断することができる。 Furthermore, the range of N content of the sintered body after precipitation hardening that satisfies the target high-temperature strength described above (0.016 mass% or more and 0.055 mass% or less) is included in the range of N content of the sintered body after precipitation hardening that satisfies the target room-temperature strength described above (0.011 mass% or more and 0.056 mass% or less). From this perspective, it can be determined that a sintered body made of a gamma prime precipitation hardening type alloy and containing 0.016 mass% or more and 0.055 mass% or less of N after precipitation hardening has a sufficiently high possibility of simultaneously satisfying the targets of room-temperature strength and high-temperature strength described above.

 次に、表1に示す仮焼体、実焼結体(シルバー体)および析出硬化後の焼結体のN含有比(実測値)を用いて、第1モデルを構築した場合と同様な方法でグラフ(散布図)を作成し、その多項(2次)近似式を求めて実験式(実験近似式)と定義した。そして、その実験式(実験近似式)を回帰モデルとして利用し、前工程のN含有比を独立変数とし、後工程のN含有比を従属変数とし、前工程の特定のN含有比を目標として後工程のN含有比を予測した。なお、仮焼体と実焼結体(シルバー体)との組み合わせモデルでは、仮焼体が前工程に対応し、実焼結体が後工程に対応する。また、実焼結体と析出硬化後の焼結体との組み合わせモデルでは、実焼結体が前工程に対応し、析出硬化後の焼結体が後工程に対応する。また、仮焼体と析出硬化後の焼結体との組み合わせモデルでは、仮焼体が前工程に対応し、析出硬化後の焼結体が後工程に対応する。 Next, a graph (scatter diagram) was created in the same manner as in constructing the first model, using the N content ratios (actual measurements) of the calcined body, the actual sintered body (silver body), and the sintered body after precipitation hardening shown in Table 1, and a polynomial (quadratic) approximation equation was obtained and defined as an empirical formula (experimental approximation equation). The empirical formula (experimental approximation equation) was then used as a regression model, with the N content ratio in the front-end process as the independent variable and the N content ratio in the rear-end process as the dependent variable, and the N content ratio in the rear-end process was predicted with a specific N content ratio in the front-end process as the target. In the combined model of the calcined body and the actual sintered body (silver body), the calcined body corresponds to the front-end process, and the actual sintered body corresponds to the rear-end process. In the combined model of the actual sintered body and the sintered body after precipitation hardening, the actual sintered body corresponds to the front-end process, and the sintered body after precipitation hardening corresponds to the rear-end process. In the combined model of the calcined body and the sintered body after precipitation hardening, the calcined body corresponds to the front-end process, and the sintered body after precipitation hardening corresponds to the rear-end process.

 図5は、仮焼体と実焼結体との組み合わせモデルと、実焼結体と析出硬化後の焼結体との組み合わせモデルと、仮焼体と析出硬化後の焼結体との組み合わせモデルとを併記したグラフ(散布図)である。グラフの横軸は前工程のN含有比である。グラフの縦軸は後工程のN含有比である。仮焼体と実焼結体との組み合わせモデルを「○」で示す。実焼結体と析出硬化後の焼結体との組み合わせモデルを「△」で示す。仮焼体と析出硬化後の焼結体との組み合わせモデルを「□」で示す。図5中、実線で示す曲線の一方は、仮焼体と実焼結体との関係性を示す多項(2次)近似式である。実線で示す曲線の他方は、実焼結体と析出硬化後の焼結体との関係性を示す多項(2次)近似式である。また、破線で示す曲線は、仮焼体と析出硬化後の焼結体との関係性を示す多項(2次)近似式である。 Figure 5 is a graph (scatter plot) showing a combination model of the calcined body and the actual sintered body, a combination model of the actual sintered body and the sintered body after precipitation hardening, and a combination model of the calcined body and the sintered body after precipitation hardening. The horizontal axis of the graph is the N content ratio in the previous process. The vertical axis of the graph is the N content ratio in the subsequent process. The combination model of the calcined body and the actual sintered body is indicated by "○". The combination model of the actual sintered body and the sintered body after precipitation hardening is indicated by "△". The combination model of the calcined body and the sintered body after precipitation hardening is indicated by "□". In Figure 5, one of the curves shown by the solid line is a polynomial (quadratic) approximation equation showing the relationship between the calcined body and the actual sintered body. The other curve shown by the solid line is a polynomial (quadratic) approximation equation showing the relationship between the actual sintered body and the sintered body after precipitation hardening. Additionally, the dashed curve is a polynomial (quadratic) approximation that shows the relationship between the calcined body and the sintered body after precipitation hardening.

<仮焼体のN含有比の予測1>
 析出硬化後の焼結体のN含有比を特定範囲にする仮焼体のN含有比の範囲を予測するために、実焼結体のN含有比を経由した仮焼体のN含有比の予測1を行った。具体的には、図5中に実線で示す2つの多項(2次)近似式を第2実験式と定義し、仮焼体と実焼結体との組み合わせモデルの第2実験式を第2モデルq=Ap+Bp+C(A、B、Cは係数)とし、実焼結体と析出硬化後の焼結体との組み合わせモデルの第2実験式を第2モデルr=Dq+Eq+F(D、E、Fは係数)とした。そして、第2モデルq=Ap+Bp+Cにより、仮焼体のN含有比を独立変数pとして、p値を与えて従属変数qとなる実焼結体のN含有比(q値)を求めた。次いで、第2モデルr=Dq+Eq+Fにより、実焼結体のN含有比(q値)を独立変数qとして、先に求めたq値を与えて従属変数rとなる析出硬化後の焼結体のN含有比(r値)を求めた。この方法により、r値の特定範囲(区間)に対応するp値の範囲を予測した。なお、r値の区間は、0.0110(下限側)から0.0564(上限側)と、0.0158(下限側)から0.0546(上限側)である。実焼結体のN含有比を経由する第2モデルによる仮焼体のN含有比の予測1の結果を、表9に示す。
<Prediction of N content of calcined body 1>
In order to predict the range of the N content ratio of the calcined body that makes the N content ratio of the sintered body after precipitation hardening in a specific range, a prediction 1 of the N content ratio of the calcined body was performed via the N content ratio of the actual sintered body. Specifically, the two polynomial (second-order) approximation formulas shown by solid lines in FIG. 5 were defined as the second experimental formula, the second experimental formula of the combination model of the calcined body and the actual sintered body was set as the second model q = Ap 2 + Bp + C (A, B, C are coefficients), and the second experimental formula of the combination model of the actual sintered body and the sintered body after precipitation hardening was set as the second model r = Dq 2 + Eq + F (D, E, F are coefficients). Then, by the second model q = Ap 2 + Bp + C, the N content ratio of the calcined body was set as an independent variable p, and the p value was given to obtain the N content ratio (q value) of the actual sintered body that becomes the dependent variable q. Next, the N content ratio (r value) of the sintered body after precipitation hardening was obtained by using the second model r = Dq 2 + Eq + F, with the N content ratio (q value) of the actual sintered body as the independent variable q, and the previously obtained q value was given as the dependent variable r. By this method, the range of p values corresponding to a specific range (section) of r values was predicted. The r value section is from 0.0110 (lower limit side) to 0.0564 (upper limit side) and from 0.0158 (lower limit side) to 0.0546 (upper limit side). The results of prediction 1 of the N content ratio of the calcined body by the second model via the N content ratio of the actual sintered body are shown in Table 9.

Figure JPOXMLDOC01-appb-T000009
Figure JPOXMLDOC01-appb-T000009

 表9に示すように、予測1では、r値の区間が0.0110から0.0564の場合、rが0.0110となるqが0.0108となり、qが0.0108となるpが0.0132となった。そして、rが0.0564となるqが0.0578となり、qが0.0578となるpが0.0639となった。また、r値の区間が0.0158から0.0546の場合、rが0.0158となるqが0.0157となり、qが0.0157となるpが0.0167となった。そして、rが0.0546となるqが0.0559となり、qが0.0559となるpが0.0595となった。これより、r値の区間を0.0110から0.0564とするp値の範囲は、0.0132から0.0639という予測結果となった。また、r値の区間を0.0158から0.0546とするp値の範囲は、0.0167から0.0595という予測結果となった。また、予測1に係る第2モデルは、Rが約0.98と約1.00であり、信頼性の目安とした0.7よりも十分に大きく、1に近い。また、RMSEおよびRMSLEは、いずれも十分に小さく、信頼性が疑われる水準ではない。上記した観点から、予測1に係る第2モデルの予測結果は、外れ値の影響を大きく受けている可能性は小さいと考えられるため、「信頼性あり」と判断することができる。 As shown in Table 9, in prediction 1, when the r value range is from 0.0110 to 0.0564, q at which r is 0.0110 is 0.0108, and p at which q is 0.0108 is 0.0132. Then, q at which r is 0.0564 is 0.0578, and p at which q is 0.0578 is 0.0639. Also, when the r value range is from 0.0158 to 0.0546, q at which r is 0.0158 is 0.0157, and p at which q is 0.0157 is 0.0167. Then, q at which r is 0.0546 is 0.0559, and p at which q is 0.0559 is 0.0595. From this, the range of p-values with the r-value interval from 0.0110 to 0.0564 was predicted to be 0.0132 to 0.0639. Moreover, the range of p-values with the r-value interval from 0.0158 to 0.0546 was predicted to be 0.0167 to 0.0595. Moreover, the second model related to prediction 1 has an R2 of about 0.98 and about 1.00, which is sufficiently larger than 0.7, which is a guideline for reliability, and is close to 1. Moreover, both RMSE and RMSLE are sufficiently small and are not at a level where reliability is doubted. From the above viewpoint, the prediction result of the second model related to prediction 1 is considered to be unlikely to be significantly influenced by outliers, so it can be judged to be "reliable".

<仮焼体のN含有比の予測2>
 析出硬化後の焼結体のN含有比を特定範囲にする仮焼体のN含有比の範囲を予測するために、実焼結体のN含有比を経由しない仮焼体のN含有比の予測2を行った。具体的には、図5中に破線で示す多項(2次)近似式を第2実験式と定義し、仮焼体と析出硬化後の焼結体との組み合わせモデルの第2実験式を第2モデルr=Ap+Bp+C(A、B、Cは係数)とした。そして、第2モデルr=Ap+Bp+Cにより、仮焼体のN含有比を独立変数pとして、p値を与えて従属変数rとなる析出硬化後の焼結体のN含有比(r値)を求めた。この方法により、r値の特定範囲(区間)に対応するp値の範囲を予測した。なお、r値の区間は、上記した予測1の場合と同じである。実焼結体のN含有比を経由しない第2モデルによる仮焼体のN含有比の予測2の結果を、表10に示す。
<Prediction of N content of calcined body 2>
In order to predict the range of the N content of the calcined body that makes the N content of the sintered body after precipitation hardening fall within a specific range, prediction 2 of the N content of the calcined body without going through the N content of the actual sintered body was performed. Specifically, the polynomial (second-order) approximation shown by the dashed line in FIG. 5 was defined as the second experimental formula, and the second experimental formula of the combination model of the calcined body and the sintered body after precipitation hardening was set as the second model r = Ap 2 + Bp + C (A, B, C are coefficients). Then, by the second model r = Ap 2 + Bp + C, the N content of the calcined body was set as the independent variable p, and the N content of the sintered body after precipitation hardening was given a p value to obtain the N content (r value) that becomes the dependent variable r. By this method, the range of p values corresponding to the specific range (interval) of the r value was predicted. The interval of the r value is the same as the case of prediction 1 described above. The results of prediction 2 of the N content of the calcined body by the second model that does not go through the N content of the actual sintered body are shown in Table 10.

Figure JPOXMLDOC01-appb-T000010
Figure JPOXMLDOC01-appb-T000010

 表10に示すように、予測2では、r値の区間が0.0110から0.0564の場合、rが0.0110となるpが0.133となり、rが0.0564となるpが0.0635となった。また、r値の区間が0.0158から0.0546の場合、rが0.0158となるpが0.0167となり、rが0.0546となるpが0.0593となった。これより、r値の区間を0.0110から0.0564とするp値の範囲は、0.0133から0.0635という予測結果となった。また、r値の区間を0.0158から0.0546とするp値の範囲は、0.0167から0.0593という予測結果となった。また、予測2に係る第2モデルは、Rが約0.98であり、信頼性の目安とした0.7よりも十分に大きく、1に近い。また、RMSEおよびRMSLEは、いずれも十分に小さく、信頼性が疑われる水準ではない。上記した観点から、予測2に係る第2モデルの予測結果は、外れ値の影響を大きく受けている可能性は小さいと考えられるため、「信頼性あり」と判断することができる。 As shown in Table 10, in prediction 2, when the r value range is 0.0110 to 0.0564, p for r 0.0110 is 0.133, and p for r 0.0564 is 0.0635. When the r value range is 0.0158 to 0.0546, p for r 0.0158 is 0.0167, and p for r 0.0546 is 0.0593. As a result, the p value range for the r value range from 0.0110 to 0.0564 is predicted to be 0.0133 to 0.0635. The p value range for the r value range from 0.0158 to 0.0546 is predicted to be 0.0167 to 0.0593. In addition, the second model related to prediction 2 has an R 2 of about 0.98, which is sufficiently larger than 0.7, which is used as a guideline for reliability, and is close to 1. In addition, both RMSE and RMSLE are sufficiently small and not at a level that calls into question the reliability. From the above viewpoint, it is considered that the prediction result of the second model related to prediction 2 is unlikely to be significantly affected by outliers, and therefore it can be judged to be "reliable."

 上記したように、表1に示す仮焼体、実焼結体(シルバー体)および析出硬化後の焼結体のN含有比(実測値)基づいて構築した第2モデルを利用して、析出硬化後の焼結体のN含有比を特定範囲とする仮焼体のN含有比の範囲を予測した。その結果、析出硬化後の焼結体のN含有比を0.0110質量%以上0.0564質量%以下の範囲とする仮焼体のN含有比の範囲は、予測1では0.0132質量%以上0.0639質量%以下となり、予測2では0.0133質量%以上0.0635質量%以下となった。これより、析出硬化後の焼結体のN含有比を0.0110質量%以上0.0564質量%以下の範囲とする仮焼体のN含有比の範囲は、区間の下限の最大値の0.0133質量%以上で、区間の上限の最小値の0.0635質量%以下であることが分かる。 As described above, the second model constructed based on the N content ratios (actual measurements) of the calcined body, the actual sintered body (silver body), and the sintered body after precipitation hardening shown in Table 1 was used to predict the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening is in a specific range. As a result, the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening is in the range of 0.0110 mass% to 0.0564 mass% was 0.0132 mass% to 0.0639 mass% in Prediction 1, and 0.0133 mass% to 0.0635 mass% in Prediction 2. From this, it can be seen that the range of the N content ratio of the calcined body in which the N content ratio of the sintered body after precipitation hardening is in the range of 0.0110 mass% to 0.0564 mass% is equal to or greater than the maximum value of the lower limit of the range, 0.0133 mass%, and equal to or less than the minimum value of the upper limit of the range, 0.0635 mass%.

 また、析出硬化後の焼結体のN含有比を0.0158質量%以上0.0546質量%以下の好ましい範囲とする仮焼体のN含有比の範囲は、予測1の場合は0.0167質量%以上0.0595質量%以下となり、予測2の場合は0.0167質量%以上0.0593質量%以下となった。これより、析出硬化後の焼結体のN含有比を0.0158質量%以上0.0546質量%以下の好ましい範囲とする仮焼体のN含有比の範囲は、区間の下限の最大値の0.0167質量%以上で、区間の上限の最小値の0.0593質量%以下であることが分かる。 In addition, the range of the N content of the calcined body that makes the N content of the sintered body after precipitation hardening in the preferred range of 0.0158 mass% or more and 0.0546 mass% or less is 0.0167 mass% or more and 0.0595 mass% or less for prediction 1, and 0.0167 mass% or more and 0.0593 mass% or less for prediction 2. From this, it can be seen that the range of the N content of the calcined body that makes the N content of the sintered body after precipitation hardening in the preferred range of 0.0158 mass% or more and 0.0546 mass% or less is equal to or greater than the maximum value of the lower limit of the interval, 0.0167 mass%, and equal to or less than the minimum value of the upper limit of the interval, 0.0593 mass%.

 上記した観点から、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下のNを含む焼結体を作製するためには、仮焼体作製工程において炉内に窒素ガスを導入して仮焼体に含まれるNが0.013質量%以上0.064質量%以下(小数点第四位を四捨五入)となるように調製すればよいと判断することができる。また、析出硬化後に0.016質量%以上0.055質量%以下のNを含む好ましい焼結体を作製するためには、仮焼体作製工程において炉内に窒素ガスを導入して仮焼体に含まれるNが0.017質量%以上0.059質量%以下(小数点第四位を四捨五入)となるように調製すればよいと判断することができる。 From the above viewpoints, it can be concluded that in order to produce a sintered body made of a gamma prime precipitation hardening alloy and containing 0.011 to 0.056 mass% N after precipitation hardening, nitrogen gas should be introduced into the furnace in the calcination body production process to adjust the calcined body to contain 0.013 to 0.064 mass% N (rounded to the nearest 4 decimal points). Also, in order to produce a preferred sintered body containing 0.016 to 0.055 mass% N after precipitation hardening, nitrogen gas should be introduced into the furnace in the calcination body production process to adjust the calcined body to contain 0.017 to 0.059 mass% N (rounded to the nearest 4 decimal points).

 以上より、仮焼体に含まれるNが0.013質量%以上0.064質量%以下となるように調製するなどの簡易な製造方法により、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下のNを含み、常温(約20℃)環境下において、1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有する焼結体を、容易に提供することができる。また、仮焼体に含まれるNが0.017質量%以上0.059質量%以下となるように調製するなどの簡易な製造方法により、ガンマプライム析出硬化型の合金からなり、析出硬化後に0.016質量%以上0.055質量%以下のNを含み、常温(約20℃)環境下において、1050MPa以上の0.2%耐力、1280MPa以上の引張強さおよび12%以上の伸びを有するとともに、高温(約650℃)環境下において、870MPa以上の0.2%耐力、970MPa以上の引張強さおよび6%以上の伸びを有する、好ましい焼結体を、容易に提供することができる。

 
As described above, by using a simple manufacturing method such as adjusting the N content of the calcined body to 0.013% by mass or more and 0.064% by mass or less, it is possible to easily provide a sintered body made of a gamma prime precipitation hardening type alloy, which contains 0.011% by mass or more and 0.056% by mass or less of N after precipitation hardening, and which has a 0.2% yield strength of 1,050 MPa or more, a tensile strength of 1,280 MPa or more, and an elongation of 12% or more in a room temperature (about 20° C.) environment. Furthermore, by using a simple manufacturing method, such as adjusting the N content of the calcined body to 0.017% by mass or more and 0.059% by mass or less, it is possible to easily provide a preferred sintered body that is made of a gamma prime precipitation hardening type alloy, contains 0.016% by mass or more and 0.055% by mass or less of N after precipitation hardening, and has a 0.2% yield strength of 1050 MPa or more, a tensile strength of 1280 MPa or more, and an elongation of 12% or more in a room temperature (about 20° C.) environment, and has a 0.2% yield strength of 870 MPa or more, a tensile strength of 970 MPa or more, and an elongation of 6% or more in a high temperature (about 650° C.) environment.

Claims (7)

 ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下のNを含む、焼結体。 A sintered body made of a gamma prime precipitation hardening alloy containing 0.011% to 0.056% by mass of N after precipitation hardening.  前記合金からなり、析出硬化後に0.016質量%以上0.055質量%以下のNを含む、請求項1に記載の焼結体。 The sintered body according to claim 1, which is made of the alloy and contains 0.016% by mass or more and 0.055% by mass or less of N after precipitation hardening.  ガンマプライム析出硬化型の前記合金は、基となるNiに対して、含有必須元素として、C、Cr、Mo、Nb、Ti、Al、BおよびZrを含み、含有可能元素として、Mn、Si、P、S、Co、Ta、Fe、CuおよびHfのうちの1種または1種以上を含み、残部がNおよび不純物元素により構成される、Ni基合金である、請求項1または2に記載の焼結体。 The sintered body according to claim 1 or 2, wherein the gamma prime precipitation hardening alloy is a Ni-based alloy, containing, relative to the base Ni, the essential elements being C, Cr, Mo, Nb, Ti, Al, B and Zr, and the possible elements being one or more of Mn, Si, P, S, Co, Ta, Fe, Cu and Hf, with the balance being N and impurity elements.  ガンマプライム析出硬化型の合金からなり、析出硬化後に0.011質量%以上0.056質量%以下のNを含む、焼結体の製造方法であって、
 ガンマプライム析出硬化型の合金粉末および有機成分を含む混錬物を射出成形して成形体を作製する成形体作製工程と、
 前記成形体を構成する有機成分を除去して脱脂体を作製する脱脂体作製工程と、
 前記脱脂体を構成する合金粉末を第1加熱により炉内で焼結させて仮焼体を作製する仮焼体作製工程と、
 前記仮焼体を構成する合金粉末を第1加熱よりも高温の第2加熱により炉内で焼結させて実焼結体を作製する焼結体作製工程と、
 前記実焼結体を析出硬化させる析出硬化工程と、を含み、
 前記仮焼体作製工程では、炉内に窒素ガスを導入して前記仮焼体に含まれるNが0.013質量%以上0.064質量%以下となるように調製し、前記析出硬化工程により前記焼結体を作製する、焼結体の製造方法。
A method for producing a sintered body, comprising a gamma prime precipitation hardening alloy, the sintered body containing 0.011% by weight to 0.056% by weight of N after precipitation hardening, comprising:
a molded body preparation step of injection molding a kneaded product containing a gamma prime precipitation hardening type alloy powder and an organic component to prepare a molded body;
a degreased body preparation step of removing organic components constituting the compact to prepare a degreased body;
a calcined body producing step of sintering the alloy powder constituting the degreased body in a furnace by first heating to produce a calcined body;
a sintered body preparation step of sintering the alloy powder constituting the calcined body in a furnace by a second heating at a temperature higher than the first heating to prepare an actual sintered body;
A precipitation hardening step of precipitation hardening the actual sintered body,
In the calcined body preparation step, nitrogen gas is introduced into a furnace to adjust the N content of the calcined body to 0.013 mass% or more and 0.064 mass% or less, and the sintered body is prepared by the precipitation hardening step.
 前記仮焼体作製工程では、炉内に窒素ガスを導入して前記仮焼体に含まれるNが0.017質量%以上0.059質量%以下となるように調製し、前記析出硬化工程により0.016質量%以上0.055質量%以下のNを含む前記焼結体を作製する、請求項4に記載の焼結体の製造方法。 The method for producing a sintered body according to claim 4, wherein in the calcined body production process, nitrogen gas is introduced into the furnace to adjust the N content of the calcined body to 0.017% by mass or more and 0.059% by mass or less, and the precipitation hardening process produces the sintered body containing 0.016% by mass or more and 0.055% by mass or less of N.  ガンマプライム析出硬化型の前記合金粉末は、基となるNiに対して、含有必須元素として、C、Cr、Mo、Nb、Ti、Al、BおよびZrを含み、含有可能元素として、Mn、Si、P、S、Co、Ta、Fe、CuおよびHfのうちの1種または1種以上を含み、残部が不純物元素により構成される、Ni基合金粉末である、請求項4または5に記載の焼結体の製造方法。 The method for producing a sintered body according to claim 4 or 5, wherein the gamma prime precipitation hardening type alloy powder is a Ni-based alloy powder that contains, relative to the base Ni, the essential elements C, Cr, Mo, Nb, Ti, Al, B and Zr, and the possible elements Mn, Si, P, S, Co, Ta, Fe, Cu and Hf, and the remainder is composed of impurity elements.  さらに、前記実焼結体を高温高圧下で保持するHIP処理工程を含み、前記HIP処理工程後に前記析出硬化工程を行う、請求項4または5に記載の焼結体の製造方法。

 
6. The method for producing a sintered body according to claim 4, further comprising a HIP treatment step of holding the actual sintered body under high temperature and pressure, and carrying out the precipitation hardening step after the HIP treatment step.

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