WO2018128059A1 - Method for inspecting glass plate, method for manufacturing same, and device for inspecting glass plate - Google Patents
Method for inspecting glass plate, method for manufacturing same, and device for inspecting glass plate Download PDFInfo
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- WO2018128059A1 WO2018128059A1 PCT/JP2017/044689 JP2017044689W WO2018128059A1 WO 2018128059 A1 WO2018128059 A1 WO 2018128059A1 JP 2017044689 W JP2017044689 W JP 2017044689W WO 2018128059 A1 WO2018128059 A1 WO 2018128059A1
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- Prior art keywords
- glass plate
- light source
- imaging system
- defect
- transmitted
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
- G01B11/00—Measuring arrangements characterised by the use of optical techniques
- G01B11/24—Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8806—Specially adapted optical and illumination features
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/89—Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles
- G01N21/892—Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles characterised by the flaw, defect or object feature examined
- G01N21/896—Optical defects in or on transparent materials, e.g. distortion, surface flaws in conveyed flat sheet or rod
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N21/958—Inspecting transparent materials or objects, e.g. windscreens
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/89—Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles
- G01N21/8901—Optical details; Scanning details
- G01N2021/8905—Directional selective optics, e.g. slits, spatial filters
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N2021/9513—Liquid crystal panels
Definitions
- the present invention relates to a glass plate inspection method, a manufacturing method thereof, and a glass plate inspection apparatus.
- a glass plate manufacturing process usually includes an inspection step for inspecting the presence or absence of defects contained in the glass plate.
- Examples of this type of inspection process include those disclosed in Patent Document 1.
- a light source is arranged on one main surface side of the glass plate, and a light source transmitted through the glass plate by a camera arranged on the other main surface side of the glass plate opposite to the light source. And inspecting the presence or absence of defects contained in the glass plate based on the change in the amount of light imaged by the camera.
- a light source is arranged on one main surface side of a glass plate, and light from the light source reflected by the glass plate is received by a camera arranged on one main surface side of the same glass plate as the light source.
- the presence or absence of a defect included in the glass plate is inspected based on a change in the amount of light captured by the camera.
- Patent Document 1 exemplifies bubbles and foreign substances in the glass plate as defects of the glass plate, but does not disclose identifying the types of these defects.
- Foam defects and foreign object defects (for example, exfoliation from refractory etc.) have different effects on the quality of the glass plate. Therefore, the allowable size of the bubble defect and the allowable size of the foreign object defect are different, and the pass / fail criterion is different depending on the type of the defect even if the defect has the same size. Therefore, it is necessary to distinguish between bubble defects and foreign object defects.
- This invention makes it a technical subject to identify correctly the kind of defect of a glass plate, preventing the misdetection of the defect of a glass plate.
- the present invention provides a glass plate inspection method in which a first light source and a first imaging unit that images the first transmitted light irradiated from the first light source and transmitted through the glass plate
- a first imaging system having a shielding member that shields part of the first transmitted light and forms a bright part and a dark part in the field of view of the first imaging part, a second light source and a third light source, and a second A second imaging unit that images the second transmitted light irradiated from the light source and transmitted through the glass plate in a bright field while imaging the third transmitted light irradiated from the third light source and transmitted through the glass plate in a dark field;
- the second imaging system is arranged, and the type of defect of the glass plate is identified based on the image obtained by the first imaging system and the image obtained by the second imaging system.
- a feature amount for example, shape or color
- an image obtained by the first imaging system and / or an image obtained by the second imaging system depending on the type of defect such as a bubble defect or a foreign matter defect. Etc.
- the feature amount extracted from these two images shows a specific change. Therefore, it is possible to accurately identify the type of defect in the glass plate based on the image obtained by the first imaging system and the image obtained by the second imaging system. If the defect type can be identified accurately, it is possible to inevitably prevent erroneous detection of the defect.
- the first light source, the second light source, and the third light source are used as one light source unit, and the transmitted light that has been irradiated from the light source unit and transmitted through the glass plate is included in the first light including the first transmitted light by the beam splitter.
- the component and the second component including the second transmitted light and the third transmitted light are separated into two, the first component is imaged by the first imaging unit via the shielding member, and the second component is captured by the second imaging unit. It is preferable to take an image. In this way, since the same position of the glass plate can be simultaneously imaged by the first imaging unit and the second imaging unit, a more precise inspection of the glass plate can be realized.
- the foreign object defect in the glass plate may be identified based on the presence / absence of the image obtained by the first imaging system and the presence / absence of the image obtained by the second imaging system. That is, in the case of a foreign substance defect, an image may be obtained with the first imaging system and an image may not be obtained with the second imaging system. Therefore, the foreign object defect in the glass plate can be identified based on the presence / absence of the image obtained by the first imaging system and the presence / absence of the image obtained by the second imaging system.
- the foreign matter defect and the bubble defect in the glass plate may be identified based on the area of the image obtained by the first imaging system and the area of the image obtained by the second imaging system. That is, in the case of a foreign substance defect, the area of the image obtained by the first imaging system tends to be larger than the area of the image obtained by the second imaging system. In other words, the value of (the area of the image obtained by the first imaging system) / (the area of the image obtained by the second imaging system) tends to increase. On the other hand, in the case of a bubble defect, the area of the image obtained by the first imaging system tends not to be so large as compared to the area of the image obtained by the second imaging system.
- the value of (area of the image obtained by the first imaging system) / (area of the image obtained by the second imaging system) tends to be small. Therefore, it is possible to identify the bubble defect and the foreign object defect based on the area of the image obtained by the first imaging system and the area of the image obtained by the second imaging system.
- the bubble defect in the glass plate and the dust attached to the surface of the glass plate may be identified based on the color of the image obtained by the second imaging system. That is, in the case of a bubble defect, the color of the image obtained by the second imaging system tends to be black (dark). On the other hand, in the case of dust, the color of the image obtained by the second imaging system tends to be white (bright). Therefore, bubble defects and dust can be identified by the color of the image obtained by the second imaging system.
- the dimension in the first direction along the stretching direction of the glass plate of the image obtained by the second imaging system, and the dimension in the second direction orthogonal to the first direction of the image obtained by the second imaging system may be identified. That is, in the case of a bubble defect, it is often elongated in the drawing direction of the glass plate. Therefore, the dimension in the first direction of the image obtained by the second imaging system tends to be larger than the dimension in the second direction orthogonal to the first direction. In other words, the value of (dimension in the first direction) / (dimension in the second direction) tends to increase.
- the dimension in the first direction of the image obtained by the second imaging system tends to be comparable to the dimension in the second direction of the image. It is in. In other words, the value of (dimension in the first direction) / (dimension in the second direction) tends to be small. Therefore, bubble defects and dust can be identified based on the first dimension of the image obtained by the second imaging system and the second dimension of the image.
- the bubble defect in the glass plate and the dust attached to the surface of the glass plate may be identified based on the rectangular area inscribed by the image obtained by the second imaging system. That is, in the case of a bubble defect, it often extends straight in the extending direction of the glass plate. Therefore, the area of the image obtained by the second imaging system tends to be approximately the same as the area of the rectangle inscribed by the image.
- the value of (area of the image obtained by the second imaging system) / (area of the rectangle inscribed by the image obtained by the second imaging system) tends to increase (approaches 1).
- the area of the image obtained by the second imaging system tends to be considerably smaller than the rectangular area in which the image is inscribed.
- the value of (area of the image obtained by the second imaging system) / (area of the rectangle inscribed by the image obtained by the second imaging system) tends to be small (approaching 0). Therefore, bubble defects and dust can be identified based on the area of the image obtained by the second imaging system and the area of the rectangle inscribed by the image.
- the bubble defect in the glass plate and the dust attached to the surface of the glass plate are identified based on the inclination of the image obtained by the second imaging system with respect to the first direction along the extending direction of the glass plate. You may do it. That is, in the case of a bubble defect, since it often extends straight in the extending direction of the glass plate, the image obtained by the second imaging system tends to be less inclined with respect to the first direction. On the other hand, in the case of dust, since it is irrelevant to the extending direction of the glass plate, the image obtained by the second imaging system tends to increase in inclination with respect to the first direction. Therefore, bubble defects and dust can be identified based on the inclination of the image obtained by the second imaging system with respect to the first direction.
- the edge of the glass plate may be imaged by the second imaging system, and the presence / absence of the edge shape may be inspected. If it does in this way, the shape defect of the edge caused by cutting defect etc. can be inspected simultaneously with the inspection of the defect of the glass plate.
- the present invention which was created to solve the above problems, is a glass plate manufacturing method in which a molten glass is stretched in a predetermined direction to form a plate-like glass ribbon, and the glass formed in the molding step.
- An annealing process for gradually cooling the ribbon, a cutting process for obtaining a glass plate by cutting the glass ribbon that has been cooled in the annealing process into a predetermined size, and the glass plate obtained in the cutting process are described above.
- the present invention provides a glass plate inspection apparatus that includes a first light source and a first imaging unit that images the first transmitted light that is irradiated from the first light source and transmitted through the glass plate.
- a first imaging system having a shielding member that shields part of the first transmitted light and forms a bright part and a dark part in the field of view of the first imaging part, a second light source and a third light source, and a second A second imaging unit that images the second transmitted light irradiated from the light source and transmitted through the glass plate in a bright field, and that captures the third transmitted light irradiated from the third light source and transmitted through the glass plate in a dark field; And an identification means for identifying the type of defect of the glass plate based on the second imaging system, the image obtained by the first imaging system, and the image obtained by the second imaging system.
- the first light source, the second light source, and the third light source are a single light source unit, and the transmitted light that has been irradiated from the light source unit and transmitted through the glass plate, the first component that includes the first transmitted light, A beam splitter that separates the second transmitted light and the second component including the third transmitted light into two parts, a shielding member is disposed between the first imaging unit and the beam splitter, and the first imaging unit is the first component; It is preferable that the second imaging unit is configured to image the second component while imaging the image via the shielding member.
- Embodiments of a glass plate inspection method, manufacturing method, and inspection apparatus according to the present invention will be described.
- the glass plate inspection device and the inspection method will be described together.
- the glass plate inspection device and the inspection method are independent from the glass plate manufacturing method. It can also be implemented.
- the method for producing a glass plate according to the present embodiment includes a forming step of forming molten glass in a predetermined direction to form a plate-like glass ribbon, a slow cooling step of gradually cooling the glass ribbon formed in the forming step, A cutting step of cutting the glass ribbon slowly cooled in the slow cooling step into a predetermined size to obtain a glass plate; and an inspection step of inspecting the glass plate obtained in the cutting step.
- a glass ribbon is molded from molten glass using the overflow downdraw method.
- the glass ribbon is formed by fusing and integrating the molten glass overflowing on both sides from the top of the shaped wedge-shaped shaped body along the outer surface of the shaped body while fusing and integrating at the lower end of the shaped body.
- the molten glass (or glass ribbon) is drawn downward.
- molding process is not limited to what uses the overflow downdraw method. For example, another downdraw method such as a slot downdraw method or a redraw method, or a float method may be used.
- a predetermined temperature gradient is provided downward in the internal space of the slow cooling furnace.
- the glass ribbon continuous with the formed body is gradually cooled so that the temperature decreases as it moves downward in the internal space of the annealing furnace. Along with this, internal distortion of the glass ribbon is removed (reduced).
- the cutting step includes a first cutting step for cutting the glass ribbon into a predetermined length and a second cutting step for cutting both ends in the width direction of the glass ribbon.
- the width direction both ends of the glass ribbon may be relatively thicker than the width direction center.
- the second cutting step is performed at a place different from the first cutting step after the first cutting step.
- the scribe line is formed along the planned cutting line of one main surface of the glass ribbon, and then the glass ribbon is scribed by applying a bending stress along the scribe line. Cut along (cut). Thereby, a glass plate of a predetermined size is obtained from the glass ribbon.
- a glass ribbon is cut
- position of a glass ribbon are not limited to this.
- the glass plate may be sent to the inspection process in a horizontal posture (for example, a horizontal posture).
- the inspection step includes a defect inspection step for inspecting a glass plate for a defect and an edge inspection step for inspecting the edge of the glass plate.
- the inspection step corresponds to a glass plate inspection method.
- a glass plate inspection apparatus 1 is used in the defect inspection process.
- the inspection apparatus 1 includes a first imaging system 2, a second imaging system 3, and identification means 4.
- XYZ in the figure is an orthogonal coordinate system
- the X direction and the Y direction are horizontal directions
- the Z direction is a vertical direction.
- the glass plate G is sent along the X direction in a vertical posture (preferably a vertical posture) in which the upper side or the upper side and the lower side are supported.
- the thickness direction of the glass plate G where the first main surface G1 and the second main surface G2 face each other is along the Y direction.
- the extending direction of the glass plate G at the time of forming is along the Z direction.
- the term “along a specific direction (for example, X direction)” means a state parallel or substantially parallel to the specific direction (for example, X direction) (hereinafter the same).
- the feeding direction of the glass plate G is not particularly limited.
- the first imaging system 2 includes a first light source 5, a first imaging unit 6 that images the first transmitted light L ⁇ b> 1 irradiated from the first light source 5 and transmitted through the glass plate G, and a part of the first transmitted light L ⁇ b> 1. It has a shielding plate 7 as a shielding member that shields (for example, half) and forms a bright part and a dark part in the field of view of the first imaging unit 6.
- the term “transmitted light” includes scattered light (hereinafter the same).
- the first light source 5 is arranged on the first main surface G1 side of the glass plate G, and the first imaging unit 6 is arranged on the second main surface G2 side of the glass plate G.
- the optical axis of the first light source 5 is set so that light enters the first main surface G1 of the glass plate G substantially perpendicularly.
- the optical axis of the first imaging unit 6 is arranged on a straight line of the optical axis of the first light source 5 so that the first imaging unit 6 can basically supplement the first transmitted light L1.
- the first imaging unit 6 is in a state of capturing the first transmitted light L1 in a bright field without the shielding plate 7, but actually the shielding plate 7 blocks a part of the first transmitted light L1.
- the first transmitted light L1 is imaged in a semi-bright field.
- the second imaging system 3 images the second light source 8 and the third light source 9, and the second transmitted light L2 irradiated from the second light source 8 and transmitted through the glass plate G in a bright field, and also uses the third light source. 9 and the second image pickup unit 10 that picks up an image of the third transmitted light L3 irradiated through the glass plate G in a dark field.
- the second light source 8 is arranged on the first main surface G1 side of the glass plate G, and the second imaging unit 10 is arranged on the second main surface G2 side of the glass plate G.
- the optical axis of the second light source 8 is set to a direction in which light enters substantially perpendicularly to the first main surface G1 of the glass plate G.
- the optical axis of the second imaging unit 10 is on a straight line of the optical axis of the second light source 8 separated by the beam splitter 11 described later so that the second imaging unit 10 can basically supplement the second transmitted light L2. Has been placed. Thereby, the 2nd imaging part 10 will be in the state which images the 2nd transmitted light L2 in a bright field.
- the third light source 9 is disposed on the first main surface G1 side of the glass plate G.
- the optical axis of the third light source 9 is set so that light enters the first main surface G1 of the glass plate G obliquely.
- a pair of third light sources 9 are provided.
- the optical axis of the second imaging unit 10 is disposed at a position off the straight line of the optical axis of the third light source 9 so that the third transmitted light L3 basically does not enter the second imaging unit 10. Thereby, the 2nd imaging part 10 will be in the state which images the 3rd transmitted light L3 in a dark field.
- the third transmitted light L3 is received by the second imaging unit 10 only in specific cases such as when scattering occurs on the glass plate G. Although the inclination angle of the third transmitted light L3 is exaggerated in FIG. 1, the third transmitted light L3 basically enters the beam splitter 11 described later.
- the second imaging unit 10 captures an image of light obtained by combining the second transmitted light L2 and the third transmitted light L3.
- the first light source 5, the second light source 8, and the third light source 9 are incorporated in one light source unit 12.
- the 1st light source 5, the 2nd light source 8, and the 3rd light source 9 are arrange
- the light source unit 12 turns on the first light source 5, the second light source 8, and the third light source 9 simultaneously.
- the light source unit 12 may blink the first light source 5, the second light source 8, and the third light source 9 at different timings.
- the beam splitter 11 is disposed on the optical axis of the first imaging unit 6 and on the optical axis of the second imaging unit 10.
- the shielding plate 7 is disposed between the beam splitter 11 and the first imaging unit 6.
- the beam splitter 11 converts the transmitted light irradiated from the light source unit 12 and transmitted through the glass plate G into a first component including the first transmitted light L1, and a second component including the second transmitted light L2 and the third transmitted light L3. And split into two. Specifically, a beam splitter 11 that transmits a specific wavelength and reflects other wavelengths is used.
- the beam splitter 11 separates the first transmitted light L1 derived from the first light source 5 and the second transmitted light L2 and third transmitted light L3 derived from the second light source 8 and the third light source 9 into two colors.
- the first component including the first transmitted light L1 passes through the beam splitter 11 and is imaged by the first imaging unit 6, and the second component including the second transmitted light L2 and the third transmitted light L3 is the beam splitter. 11 is reflected and imaged by the second imaging unit 10.
- the 1st light source 5, the 2nd light source 8, and the 3rd light source 9 are not limited to LED, For example, a metal halide lamp, a laser light source, etc. may be sufficient.
- a plurality of light source units 12 are arranged along the Z direction to constitute a line light source.
- a plurality of first imaging units 6 and second imaging units 10 are also arranged along the Z direction, and constitute a line camera.
- the identification unit 4 is connected to the first imaging unit 6 and the second imaging unit 10 by wire or wirelessly, and the imaging results by the imaging units 6 and 10 are input.
- the imaging units 6 and 10 output an image composed of monochrome information in which a bright part is white and a dark part is black.
- the image here means a defect candidate of the glass plate G.
- the identification means 4 is constituted by a CPU of a PC, for example.
- the identification unit 4 identifies the type of defect of the glass sheet G based on the image obtained by the first imaging system 2 and the image obtained by the second imaging system 3. Although illustration is omitted, the identification unit 4 stores the type and position of the defect of the identified glass sheet G in a storage unit (for example, a memory of a PC) and displays the information on the display.
- the defects contained in the glass plate G include a foreign substance defect Xm and a bubble defect Xb.
- the foreign substance defect Xm is an undissolved material derived from the glass raw material, and is often accompanied by distortion of the surface of the glass plate G.
- the bubble defect Xb is air mixed in the manufacturing process. Further, dust Xd that is easily detected as a defect may adhere to the surface of the glass plate G. The dust Xd can be removed by washing or the like.
- FIG. 4 shows a typical example of an image obtained when the inspection apparatus 1 inspects the glass plate G having foreign matter defects, bubble defects, dust, and the like. These images are obtained when the transmitted lights L1, L2, and L3 are refracted or scattered by foreign matter defects, bubble defects, and dust.
- an image I1 is often obtained with the first imaging system 2 and an image cannot be obtained with the second imaging system 3.
- the image I1 of the first imaging system 2 has, for example, a shape in which white circles and black circles close to a perfect circle are connected.
- the image I2 may be obtained or the image itself may not be obtained.
- the image I2 for example, a shape in which white circles and black circles close to an ellipse are connected is formed.
- a black image I3 is often obtained.
- the image I3 has a shape close to an ellipse, for example.
- the first imaging system 2 may obtain the image I4 or may not obtain the image itself.
- the image I4 When the image I4 is obtained, for example, it has a wavy shape.
- the second imaging system 3 a white image I5 is often obtained.
- the image I5 has, for example, a wavy shape.
- the type of defect of the glass plate G is identified from the image obtained by the first imaging system 2 and the image obtained by the second imaging system 3.
- An example of processing performed in the defect inspection process when identifying the type of defect in the glass plate G will be described below with reference to the flowchart shown in FIG.
- step S1 it is determined whether or not an image of the first imaging system 2 exists.
- step S2 it is determined whether or not the image of the second imaging system 3 exists. If it is determined, it is determined whether an image of the second imaging system 3 exists (step S3).
- step S2 When it is determined in step S2 that the image of the second imaging system 3 does not exist, it is determined that there is a foreign object defect in the glass plate G at the inspection target position (step S4).
- step S5 When it is determined in step S2 or S3 that the image of the second imaging system 3 exists, it is determined whether or not the color of the image of the second imaging system 3 is white (step S5). As a result, when it is determined that the image of the second imaging system 3 is not white, it is determined that the glass plate G has a bubble defect at the inspection target position (step S6).
- step S5 when it is determined in step S5 that the image of the second imaging system 3 is white, it is determined that there is dust on the glass plate G at the inspection target position (step S7).
- step S3 If it is determined in step S3 that the image of the second imaging system 3 does not exist, it is determined that there is no defect or dust in the glass plate G at the inspection target position (step S8).
- steps S1 to S8 can be performed fully automatically by the identification means 4.
- the final identification result information is stored in the storage means and displayed on the display in a state linked to the position information of the inspection target position. Further, the identification result information is fed back to an upstream process (for example, a molding process or a cutting process), and manufacturing conditions and the like in the upstream process are adjusted as necessary. In addition, the presence or absence of disposal of the glass plate G determined to have a foreign object defect and / or a bubble defect is determined according to the size of the defect.
- an upstream process for example, a molding process or a cutting process
- defect inspection process it is possible to accurately identify the types of defects (foreign matter defects, bubble defects) of the glass plate G while preventing dust from being erroneously detected as defects of the glass plate G. .
- the following processing may be added in the defect inspection process.
- the area B of the images I7 and I9 obtained in the above may be obtained, and the bubble defect and the foreign object defect in the glass plate G may be identified based on the ratio A / B of these two areas. That is, as shown in FIGS.
- the area A of the image I6 obtained by the first imaging system 2 is compared with the area B of the image I7 obtained by the second imaging system 3.
- the area ratio A / B tends to increase.
- the area A of the image I8 obtained by the first imaging system 2 is changed to the area B of the image I9 obtained by the second imaging system 3.
- the value of the area ratio A / B is small (approaching 1).
- a case where the value of the area ratio A / B is equal to or greater than a predetermined threshold value may be determined as a foreign substance defect or a foreign substance defect candidate, and a case where the value is less than the threshold value may be determined as a bubble defect or a bubble defect candidate.
- the foreign substance defect candidate and the bubble defect candidate do not mean a final identification result, but are intended to add another identification process thereafter.
- the dust candidates described later have the same meaning.
- the threshold value of the area ratio A / B includes a first threshold value for identifying foreign matter defects and a second threshold value for identifying bubble defects (second threshold value ⁇ first threshold value). Value). The magnitude of the threshold can be changed according to the required accuracy of inspection.
- FIGS. 8A and 8B the Z direction (corresponding to the first direction) along the extending direction of the glass plate G of the images I10 and I11 obtained by the second imaging system 3 is shown.
- a dimension D in the X direction (corresponding to the second direction) orthogonal to the Z direction of the images I10 and I11, and based on these two dimensional ratios C / D, May be identified. That is, as shown in FIG.
- the threshold value of the size ratio C / D includes a first threshold value for identifying bubble defects and a second threshold value for identifying dust (second threshold value ⁇ first threshold value). ). The size of the threshold can be changed according to the required accuracy of inspection.
- the area ratio E / F tends to increase (approach 1).
- the image I13 obtained by the second imaging system 3 is not affected by the stretch molding and is irrelevant to the Z direction. It is much smaller than the area F of the rectangle S, and the value of the area ratio E / F tends to be small (approaching 0). Therefore, a case where the value of the area ratio E / F is equal to or greater than a predetermined threshold value may be determined as a bubble defect or a bubble defect candidate, and a case where the value is less than the threshold value may be determined as dust or a dust candidate.
- the threshold value of the area ratio E / F includes a first threshold value for identifying bubble defects and a second threshold value for identifying dust (second threshold value ⁇ first threshold value). ). The size of the threshold value can be changed according to the required accuracy of inspection.
- the images I14 and I15 obtained by the second imaging system 3 are parallel to the Z direction.
- bubble defects and dust may be identified. That is, as shown in FIG. 10A, in the case of a bubble defect, the image I14 obtained by the second imaging system 3 often extends straight in the Z direction, so that the symmetry of the image I14 with respect to the symmetry axis H (line symmetry). Tend to be higher.
- FIG. 10A in the case of a bubble defect, the image I14 obtained by the second imaging system 3 often extends straight in the Z direction, so that the symmetry of the image I14 with respect to the symmetry axis H (line symmetry). Tend to be higher.
- FIG. 10A in the case of a bubble defect
- the image I15 obtained by the second imaging system 3 is not affected by the stretch molding and is irrelevant to the Z direction.
- the symmetry line symmetry
- the value obtained by quantifying the symmetry with respect to the symmetry axis H is equal to or greater than a predetermined threshold value, it is determined as a bubble defect or a bubble defect candidate, and is less than the threshold value.
- This case may be determined as dust or a dust candidate.
- the symmetry threshold is divided into a first threshold for identifying bubble defects and a second threshold for identifying dust (second threshold ⁇ first threshold). It may be divided.
- the size of the threshold value can be changed according to the required accuracy of inspection.
- An angle ⁇ may be obtained, and bubble defects and dust may be identified based on the inclination angle ⁇ . That is, as shown in FIG. 11A, in the case of a bubble defect, since the image I16 obtained by the second imaging system 3 often extends straight in the Z direction, the inclination angle ⁇ of the image I16 tends to be small. .
- the image I17 obtained by the second imaging system 3 is not affected by the stretch molding and is irrelevant to the Z direction.
- the case where the inclination angle ⁇ is equal to or smaller than the predetermined threshold value may be determined as a bubble defect or a bubble defect candidate, and the case where the inclination angle ⁇ is greater than the threshold value may be determined as dust or a dust candidate.
- the threshold value of the inclination angle ⁇ includes a first threshold value for identifying bubble defects, a second threshold value for identifying dust (second threshold value> first threshold value), and It may be divided into The magnitude of the threshold can be changed according to the inspection accuracy.
- the bubble defect and dust identification method exemplified above takes the stretching direction of the glass plate G into consideration. Therefore, it can be said that the feature quantity related to the extending direction of the glass plate G is extracted from the image obtained by the second imaging system 3, and the bubble defect and dust are identified based on this feature quantity.
- the second imaging system 3 images the inspection areas A1 and A2 including the edges Gf and Gb of the glass plate G, and determines whether there is a shape defect in the edges Gf and Gb. inspect.
- the glass plate G Judged as a shape defect.
- the edge inspection step may be omitted or may be performed by another inspection apparatus.
- this invention is not limited to the structure of said embodiment, It is not limited to the above-mentioned effect.
- the present invention can be variously modified without departing from the gist of the present invention.
- the first imaging system 2 and the second imaging system 3 are used by using the light source unit 12 that combines the first light source 5, the second light source 8, and the third light source 9, and the beam splitter 11.
- the present invention is not limited to this.
- the first imaging system 2 and the second imaging system 3 are arranged at intervals along the feeding direction of the glass plate G, and the optical path of the first imaging system 2 and the second imaging system are arranged.
- the three optical paths may be completely independent.
- the posture of the glass plate G is not particularly limited.
- the type of defect may be identified while feeding the glass plate G in a horizontal posture (preferably a horizontal posture).
- the inspection apparatus 1 may be moved with respect to the glass plate G while the glass plate G is disposed at a predetermined position, or both the glass plate G and the inspection apparatus 1 may be moved.
- a cleaning process may be provided after the inspection process.
- the position of the dust specified in the inspection process may be called from the storage means, and the portion corresponding to the called position may be selectively or intensively cleaned.
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Abstract
Description
本発明は、ガラス板の検査方法及びその製造方法並びにガラス板の検査装置に関する。 The present invention relates to a glass plate inspection method, a manufacturing method thereof, and a glass plate inspection apparatus.
従来、ガラス板の製造工程には、ガラス板に含まれる欠陥の有無を検査する検査工程が含まれるのが通例である。 Conventionally, a glass plate manufacturing process usually includes an inspection step for inspecting the presence or absence of defects contained in the glass plate.
この種の検査工程としては、例えば、特許文献1に開示のものが挙げられる。同文献に開示の検査工程では、ガラス板の一方の主面側に光源を配置すると共に、光源とは反対のガラス板の他方の主面側に配置されたカメラによってガラス板を透過した光源からの光を受光し、カメラで撮像された光量の変化に基づいてガラス板に含まれる欠陥の有無を検査する。また、同文献には、ガラス板の一方の主面側に光源を配置すると共に、光源と同じガラス板の一方の主面側に配置されたカメラによってガラス板で反射した光源からの光を受光し、カメラで撮像された光量の変化に基づいてガラス板に含まれる欠陥の有無を検査することも開示されている。
Examples of this type of inspection process include those disclosed in
しかしながら、特許文献1には、ガラス板の欠陥として、ガラス板中の泡や異物が例示されているが、これら欠陥の種類を識別することは開示されていない。泡欠陥と異物欠陥(例えば、耐火物等からの剥離物など)ではガラス板の品質に与える影響が異なる。そのため、泡欠陥の許容サイズと異物欠陥の許容サイズとが異なり、同一サイズの欠陥であっても欠陥の種類によって合否基準が異なる。したがって、泡欠陥と異物欠陥を識別する必要がある。
However,
また、カメラで撮像された光量の変化に基づいて欠陥の有無を単純に検査しようとすると、ガラス板の表面に付着した埃を誤検出してしまう場合がある。埃はガラス板の洗浄等で除去できる場合が多い。欠陥が検出されたガラス板は廃棄されるのが通例であるため、埃を欠陥として誤検出すると、品質上問題のないガラス板まで廃棄されるおそれがある。したがって、ガラス板の欠陥の誤検出を防止する必要もある。 Also, if an attempt is made to simply inspect the presence or absence of a defect based on a change in the amount of light imaged by the camera, there is a case where dust adhering to the surface of the glass plate is erroneously detected. In many cases, dust can be removed by cleaning the glass plate. A glass plate in which a defect is detected is usually discarded. Therefore, if dust is erroneously detected as a defect, a glass plate having no quality problem may be discarded. Therefore, it is necessary to prevent erroneous detection of defects in the glass plate.
本発明は、ガラス板の欠陥の誤検出を防止しつつ、ガラス板の欠陥の種類の識別を正確に行うことを技術的課題とする。 This invention makes it a technical subject to identify correctly the kind of defect of a glass plate, preventing the misdetection of the defect of a glass plate.
上記の課題を解決するために創案された本発明は、ガラス板の検査方法において、第一光源と、第一光源から照射されてガラス板を透過した第一透過光を撮像する第一撮像部と、第一透過光の一部を遮蔽して第一撮像部の視野内に明部と暗部を形成する遮蔽部材とを有する第一撮像系と、第二光源及び第三光源と、第二光源から照射されてガラス板を透過した第二透過光を明視野で撮像しながら、第三光源から照射されてガラス板を透過した第三透過光を暗視野で撮像する第二撮像部とを有する第二撮像系とを配置し、第一撮像系で得られる像と、第二撮像系で得られる像とに基づいて、ガラス板の欠陥の種類を識別することを特徴とする。このような構成によれば、泡欠陥や異物欠陥など欠陥の種類によって、第一撮像系で得られる像及び/又は第二撮像系で得られる像から抽出される特徴量(例えば、形状や色など)が特有の変化を示す。また同様に、欠陥と誤検出されやすいガラス板の表面に付着した埃の場合も、これら二つの像から抽出される特徴量が特有の変化を示す。したがって、第一撮像系で得られる像と第二撮像系で得られる像とに基づいて、ガラス板の欠陥の種類の識別を正確に行うことができる。そして、欠陥の種類の識別を正確に行うことができれば、欠陥の誤検出も必然的に防止することができる。 In order to solve the above-mentioned problems, the present invention provides a glass plate inspection method in which a first light source and a first imaging unit that images the first transmitted light irradiated from the first light source and transmitted through the glass plate A first imaging system having a shielding member that shields part of the first transmitted light and forms a bright part and a dark part in the field of view of the first imaging part, a second light source and a third light source, and a second A second imaging unit that images the second transmitted light irradiated from the light source and transmitted through the glass plate in a bright field while imaging the third transmitted light irradiated from the third light source and transmitted through the glass plate in a dark field; The second imaging system is arranged, and the type of defect of the glass plate is identified based on the image obtained by the first imaging system and the image obtained by the second imaging system. According to such a configuration, a feature amount (for example, shape or color) extracted from an image obtained by the first imaging system and / or an image obtained by the second imaging system, depending on the type of defect such as a bubble defect or a foreign matter defect. Etc.) are characteristic changes. Similarly, in the case of dust adhering to the surface of a glass plate that is likely to be erroneously detected as a defect, the feature amount extracted from these two images shows a specific change. Therefore, it is possible to accurately identify the type of defect in the glass plate based on the image obtained by the first imaging system and the image obtained by the second imaging system. If the defect type can be identified accurately, it is possible to inevitably prevent erroneous detection of the defect.
上記の構成において、第一光源、第二光源及び第三光源を一つの光源ユニットとし、光源ユニットから照射されてガラス板を透過した透過光を、ビームスプリッタによって、第一透過光を含む第一成分と、第二透過光及び第三透過光を含む第二成分との二つに分離し、第一成分を遮蔽部材を介して第一撮像部で撮像し、第二成分を第二撮像部で撮像することが好ましい。このようにすれば、第一撮像部と第二撮像部によって、ガラス板の同じ位置を同時に撮像することができるため、より緻密なガラス板の検査を実現できる。 In the above configuration, the first light source, the second light source, and the third light source are used as one light source unit, and the transmitted light that has been irradiated from the light source unit and transmitted through the glass plate is included in the first light including the first transmitted light by the beam splitter. The component and the second component including the second transmitted light and the third transmitted light are separated into two, the first component is imaged by the first imaging unit via the shielding member, and the second component is captured by the second imaging unit. It is preferable to take an image. In this way, since the same position of the glass plate can be simultaneously imaged by the first imaging unit and the second imaging unit, a more precise inspection of the glass plate can be realized.
上記の構成において、第一撮像系で得られる像の有無と、第二撮像系で得られる像の有無とに基づいて、ガラス板中の異物欠陥を識別してもよい。すなわち、異物欠陥の場合、第一撮像系で像が得られ、第二撮像系で像が得られない場合がある。したがって、第一撮像系で得られた像の有無と、第二撮像系で得られた像の有無とに基づいて、ガラス板中の異物欠陥と、それ以外を識別することができる。 In the above configuration, the foreign object defect in the glass plate may be identified based on the presence / absence of the image obtained by the first imaging system and the presence / absence of the image obtained by the second imaging system. That is, in the case of a foreign substance defect, an image may be obtained with the first imaging system and an image may not be obtained with the second imaging system. Therefore, the foreign object defect in the glass plate can be identified based on the presence / absence of the image obtained by the first imaging system and the presence / absence of the image obtained by the second imaging system.
上記の構成において、第一撮像系で得られる像の面積と、第二撮像系で得られる像の面積とに基づいて、ガラス板中の異物欠陥と泡欠陥とを識別してもよい。すなわち、異物欠陥の場合、第一撮像系で得られる像の面積が、第二撮像系で得られる像の面積に比べて大きくなる傾向がある。換言すれば、(第一撮像系で得られる像の面積)/(第二撮像系で得られる像の面積)の値が大きくなる傾向がある。これに対し、泡欠陥の場合、第一撮像系で得られる像の面積が、第二撮像系で得られる像の面積に比べてそれほど大きくならない傾向がある。換言すれば、(第一撮像系で得られる像の面積)/(第二撮像系で得られる像の面積)の値が小さくなる傾向がある。したがって、第一撮像系で得られる像の面積と第二撮像系で得られる像の面積とに基づいて、泡欠陥と異物欠陥とを識別することができる。 In the above-described configuration, the foreign matter defect and the bubble defect in the glass plate may be identified based on the area of the image obtained by the first imaging system and the area of the image obtained by the second imaging system. That is, in the case of a foreign substance defect, the area of the image obtained by the first imaging system tends to be larger than the area of the image obtained by the second imaging system. In other words, the value of (the area of the image obtained by the first imaging system) / (the area of the image obtained by the second imaging system) tends to increase. On the other hand, in the case of a bubble defect, the area of the image obtained by the first imaging system tends not to be so large as compared to the area of the image obtained by the second imaging system. In other words, the value of (area of the image obtained by the first imaging system) / (area of the image obtained by the second imaging system) tends to be small. Therefore, it is possible to identify the bubble defect and the foreign object defect based on the area of the image obtained by the first imaging system and the area of the image obtained by the second imaging system.
上記の構成において、第二撮像系で得られる像の色に基づいて、ガラス板中の泡欠陥とガラス板の表面に付着した埃とを識別するようにしてもよい。すなわち、泡欠陥の場合、第二撮像系で得られる像の色が黒く(暗く)なる傾向がある。これに対し、埃の場合、第二撮像系で得られる像の色が白く(明るく)なる傾向がある。したがって、第二撮像系で得られる像の色によって、泡欠陥と埃とを識別することができる。 In the above configuration, the bubble defect in the glass plate and the dust attached to the surface of the glass plate may be identified based on the color of the image obtained by the second imaging system. That is, in the case of a bubble defect, the color of the image obtained by the second imaging system tends to be black (dark). On the other hand, in the case of dust, the color of the image obtained by the second imaging system tends to be white (bright). Therefore, bubble defects and dust can be identified by the color of the image obtained by the second imaging system.
上記の構成において、第二撮像系で得られる像のガラス板の延伸方向に沿った第一方向の寸法と、第二撮像系で得られる像の第一方向と直交する第二方向の寸法とに基づいて、ガラス板中の泡欠陥とガラス板の表面に付着した埃とを識別するようにしてもよい。すなわち、泡欠陥の場合、ガラス板の延伸方向に引き伸ばされて細長くなっていることが多い。そのため、第二撮像系で得られる像の第一方向の寸法が、第一方向と直交する第二方向の寸法よりも大きくなる傾向にある。換言すれば、(第一方向の寸法)/(第二方向の寸法)の値が大きくなる傾向にある。これに対し、埃の場合、ガラス板の延伸方向とは無関係であるため、第二撮像系で得られる像の第一方向の寸法が、その像の第二方向の寸法と同程度になる傾向にある。換言すれば、(第一方向の寸法)/(第二方向の寸法)の値が小さくなる傾向にある。したがって、第二撮像系で得られる像の第一方向の寸法とその像の第二方向の寸法とに基づいて、泡欠陥と埃とを識別することができる。 In the above configuration, the dimension in the first direction along the stretching direction of the glass plate of the image obtained by the second imaging system, and the dimension in the second direction orthogonal to the first direction of the image obtained by the second imaging system, Based on the above, the bubble defect in the glass plate and the dust attached to the surface of the glass plate may be identified. That is, in the case of a bubble defect, it is often elongated in the drawing direction of the glass plate. Therefore, the dimension in the first direction of the image obtained by the second imaging system tends to be larger than the dimension in the second direction orthogonal to the first direction. In other words, the value of (dimension in the first direction) / (dimension in the second direction) tends to increase. On the other hand, in the case of dust, since it is irrelevant to the extending direction of the glass plate, the dimension in the first direction of the image obtained by the second imaging system tends to be comparable to the dimension in the second direction of the image. It is in. In other words, the value of (dimension in the first direction) / (dimension in the second direction) tends to be small. Therefore, bubble defects and dust can be identified based on the first dimension of the image obtained by the second imaging system and the second dimension of the image.
上記の構成において、第二撮像系で得られる像の面積と、ガラス板の延伸方向に沿った第一方向と平行な辺および第一方向と直交する第二方向と平行な辺からなり、かつ、第二撮像系で得られる像が内接する矩形の面積とに基づいて、ガラス板中の泡欠陥とガラス板の表面に付着した埃とを識別するようにしてもよい。すなわち、泡欠陥の場合、ガラス板の延伸方向に真っ直ぐ延びていることが多い。そのため、第二撮像系で得られる像の面積が、その像が内接する矩形の面積と同程度になる傾向にある。換言すれば、(第二撮像系で得られる像の面積)/(第二撮像系で得られる像が内接する矩形の面積)の値が大きくなる傾向にある(1に近づく)。これに対し、埃の場合、ガラス板の延伸方向とは無関係であるため、第二撮像系で得られる像の面積が、その像が内接する矩形の面積よりもかなり小さくなる傾向にある。換言すれば、(第二撮像系で得られる像の面積)/(第二撮像系で得られる像が内接する矩形の面積)の値が小さくなる傾向にある(0に近づく)。したがって、第二撮像系で得られる像の面積とその像が内接する矩形の面積とに基づいて、泡欠陥と埃とを識別することができる。 In the above configuration, the area of the image obtained by the second imaging system, the side parallel to the first direction along the extending direction of the glass plate, and the side parallel to the second direction orthogonal to the first direction, and The bubble defect in the glass plate and the dust attached to the surface of the glass plate may be identified based on the rectangular area inscribed by the image obtained by the second imaging system. That is, in the case of a bubble defect, it often extends straight in the extending direction of the glass plate. Therefore, the area of the image obtained by the second imaging system tends to be approximately the same as the area of the rectangle inscribed by the image. In other words, the value of (area of the image obtained by the second imaging system) / (area of the rectangle inscribed by the image obtained by the second imaging system) tends to increase (approaches 1). On the other hand, in the case of dust, since it is irrelevant to the extending direction of the glass plate, the area of the image obtained by the second imaging system tends to be considerably smaller than the rectangular area in which the image is inscribed. In other words, the value of (area of the image obtained by the second imaging system) / (area of the rectangle inscribed by the image obtained by the second imaging system) tends to be small (approaching 0). Therefore, bubble defects and dust can be identified based on the area of the image obtained by the second imaging system and the area of the rectangle inscribed by the image.
上記の構成において、ガラス板の延伸方向に沿った第一方向と平行な対称軸に対する、第二撮像系で得られる像の対称性に基づいて、ガラス板中の泡欠陥とガラス板の表面に付着した埃とを識別するようにしてもよい。すなわち、泡欠陥の場合、ガラス板の延伸方向に真っ直ぐ延びていることが多いため、第二撮像系で得られる像は、第一方向と平行な対称軸に対する対称性(線対称性)が高くなる傾向にある。これに対し、埃の場合、ガラス板の延伸方向とは無関係であるため、第二撮像系で得られる像は、第一方向と平行な対称軸に対する対称性(線対称性)が低くなる傾向にある。したがって、第一方向と平行な対称軸に対する、第二撮像系で得られる像の対称性に基づいて、泡欠陥と埃とを識別することができる。 In the above configuration, on the surface of the glass plate with bubble defects in the glass plate based on the symmetry of the image obtained by the second imaging system with respect to the symmetry axis parallel to the first direction along the stretching direction of the glass plate. You may make it identify from the dust which adhered. That is, in the case of a bubble defect, since it often extends straight in the drawing direction of the glass plate, the image obtained by the second imaging system has high symmetry (line symmetry) with respect to the symmetry axis parallel to the first direction. Tend to be. On the other hand, in the case of dust, since it is irrelevant to the extending direction of the glass plate, the image obtained by the second imaging system tends to have lower symmetry (linear symmetry) with respect to the symmetry axis parallel to the first direction. It is in. Therefore, bubble defects and dust can be identified based on the symmetry of the image obtained by the second imaging system with respect to the symmetry axis parallel to the first direction.
上記の構成において、第二撮像系で得られる像のガラス板の延伸方向に沿った第一方向に対する傾きに基づいて、ガラス板中の泡欠陥とガラス板の表面に付着した埃とを識別するようにしてもよい。すなわち、泡欠陥の場合、ガラス板の延伸方向に真っ直ぐ延びていることが多いため、第二撮像系で得られる像は、第一方向に対する傾きが小さくなる傾向にある。これに対し、埃の場合、ガラス板の延伸方向とは無関係であるため、第二撮像系で得られる像は、第一方向に対する傾きが大きくなる傾向にある。したがって、第二撮像系で得られる像の第一方向に対する傾きに基づいて、泡欠陥と埃とを識別することができる。 In the above configuration, the bubble defect in the glass plate and the dust attached to the surface of the glass plate are identified based on the inclination of the image obtained by the second imaging system with respect to the first direction along the extending direction of the glass plate. You may do it. That is, in the case of a bubble defect, since it often extends straight in the extending direction of the glass plate, the image obtained by the second imaging system tends to be less inclined with respect to the first direction. On the other hand, in the case of dust, since it is irrelevant to the extending direction of the glass plate, the image obtained by the second imaging system tends to increase in inclination with respect to the first direction. Therefore, bubble defects and dust can be identified based on the inclination of the image obtained by the second imaging system with respect to the first direction.
上記の構成において、第二撮像系でガラス板の端辺を撮像し、端辺の形状不良の有無を検査するようにしてもよい。このようにすれば、ガラス板の欠陥の検査と同時に、切断不良などを原因とする端辺の形状不良も検査することができる。 In the above configuration, the edge of the glass plate may be imaged by the second imaging system, and the presence / absence of the edge shape may be inspected. If it does in this way, the shape defect of the edge caused by cutting defect etc. can be inspected simultaneously with the inspection of the defect of the glass plate.
上記の課題を解決するために創案された本発明は、ガラス板の製造方法において、溶融ガラスを所定方向に延伸して板状のガラスリボンを成形する成形工程と、成形工程で成形されたガラスリボンを徐冷する徐冷工程と、徐冷工程で徐冷されたガラスリボンを所定の大きさに切断してガラス板を得る切断工程と、切断工程で得たガラス板を、既に述べたガラス板の検査方法の構成を適宜備えた方法で検査する検査工程とを備えていることを特徴とする。 The present invention, which was created to solve the above problems, is a glass plate manufacturing method in which a molten glass is stretched in a predetermined direction to form a plate-like glass ribbon, and the glass formed in the molding step. An annealing process for gradually cooling the ribbon, a cutting process for obtaining a glass plate by cutting the glass ribbon that has been cooled in the annealing process into a predetermined size, and the glass plate obtained in the cutting process are described above. And an inspection step of inspecting by a method appropriately equipped with the configuration of the plate inspection method.
上記の課題を解決するために創案された本発明は、ガラス板の検査装置において、第一光源と、第一光源から照射されてガラス板を透過した第一透過光を撮像する第一撮像部と、第一透過光の一部を遮蔽して第一撮像部の視野内に明部と暗部を形成する遮蔽部材とを有する第一撮像系と、第二光源及び第三光源と、第二光源から照射されてガラス板を透過した第二透過光を明視野で撮像すると共に、第三光源から照射されてガラス板を透過した第三透過光を暗視野で撮像する第二撮像部とを有する第二撮像系と、第一撮像系で得られる像と、第二撮像系で得られる像とに基づいて、ガラス板の欠陥の種類を識別する識別手段とを備えることを特徴とする。 In order to solve the above-described problems, the present invention provides a glass plate inspection apparatus that includes a first light source and a first imaging unit that images the first transmitted light that is irradiated from the first light source and transmitted through the glass plate. A first imaging system having a shielding member that shields part of the first transmitted light and forms a bright part and a dark part in the field of view of the first imaging part, a second light source and a third light source, and a second A second imaging unit that images the second transmitted light irradiated from the light source and transmitted through the glass plate in a bright field, and that captures the third transmitted light irradiated from the third light source and transmitted through the glass plate in a dark field; And an identification means for identifying the type of defect of the glass plate based on the second imaging system, the image obtained by the first imaging system, and the image obtained by the second imaging system.
上記の構成において、第一光源、第二光源及び第三光源が一つの光源ユニットとされ、光源ユニットから照射されてガラス板を透過した透過光を、第一透過光を含む第一成分と、第二透過光及び第三透過光を含む第二成分との二つに分離するビームスプリッタを備え、第一撮像部とビームスプリッタの間に遮蔽部材が配置され、第一撮像部が第一成分を遮蔽部材を介して撮像すると共に、第二撮像部が第二成分を撮像するように構成されていることが好ましい。 In the above configuration, the first light source, the second light source, and the third light source are a single light source unit, and the transmitted light that has been irradiated from the light source unit and transmitted through the glass plate, the first component that includes the first transmitted light, A beam splitter that separates the second transmitted light and the second component including the third transmitted light into two parts, a shielding member is disposed between the first imaging unit and the beam splitter, and the first imaging unit is the first component; It is preferable that the second imaging unit is configured to image the second component while imaging the image via the shielding member.
以上のような本発明によれば、ガラス板の欠陥の誤検出を防止しつつ、ガラス板の欠陥の種類の識別を正確に行うことができる。 According to the present invention as described above, it is possible to accurately identify the types of defects in the glass plate while preventing erroneous detection of defects in the glass plate.
本発明に係るガラス板の検査方法、製造方法及び検査装置の一実施形態について説明する。なお、以下では、ガラス板の製造方法を説明する過程で、ガラス板の検査装置及び検査方法を併せて説明するが、ガラス板の検査装置及び検査方法はガラス板の製造方法から独立して単独実施することもできる。 Embodiments of a glass plate inspection method, manufacturing method, and inspection apparatus according to the present invention will be described. In the following, in the course of explaining the glass plate manufacturing method, the glass plate inspection device and the inspection method will be described together. However, the glass plate inspection device and the inspection method are independent from the glass plate manufacturing method. It can also be implemented.
本実施形態に係るガラス板の製造方法は、溶融ガラスを所定方向に延伸して板状のガラスリボンを成形する成形工程と、成形工程で成形されたガラスリボンを徐冷する徐冷工程と、徐冷工程で徐冷されたガラスリボンを所定の大きさに切断してガラス板を得る切断工程と、切断工程で得たガラス板を検査する検査工程とを備える。 The method for producing a glass plate according to the present embodiment includes a forming step of forming molten glass in a predetermined direction to form a plate-like glass ribbon, a slow cooling step of gradually cooling the glass ribbon formed in the forming step, A cutting step of cutting the glass ribbon slowly cooled in the slow cooling step into a predetermined size to obtain a glass plate; and an inspection step of inspecting the glass plate obtained in the cutting step.
成形工程では、オーバーフローダウンドロー法を用いて溶融ガラスからガラスリボンを成形する。詳細には、断面楔形の成形体の頂部から両側に溢れ出たそれぞれの溶融ガラスを成形体の外側面部に沿って流下させながら成形体の下端部で融合一体化させることで、ガラスリボンを成形する。この場合、溶融ガラス(又はガラスリボン)は下方に延伸される。なお、成形工程は、オーバーフローダウンドロー法を用いたものに限定されない。例えば、スロットダウンドロー法やリドロー法などの他のダウンドロー法や、フロート法を用いてもよい。 In the molding process, a glass ribbon is molded from molten glass using the overflow downdraw method. Specifically, the glass ribbon is formed by fusing and integrating the molten glass overflowing on both sides from the top of the shaped wedge-shaped shaped body along the outer surface of the shaped body while fusing and integrating at the lower end of the shaped body. To do. In this case, the molten glass (or glass ribbon) is drawn downward. In addition, a shaping | molding process is not limited to what uses the overflow downdraw method. For example, another downdraw method such as a slot downdraw method or a redraw method, or a float method may be used.
徐冷工程では、徐冷炉の内部空間に下方に向かって所定の温度勾配を設ける。成形体に連続するガラスリボンは、徐冷炉の内部空間を下方に向かって移動するに連れて、温度が低くなるように徐冷される。これに伴い、ガラスリボンの内部歪が除去(低減)される。 In the slow cooling step, a predetermined temperature gradient is provided downward in the internal space of the slow cooling furnace. The glass ribbon continuous with the formed body is gradually cooled so that the temperature decreases as it moves downward in the internal space of the annealing furnace. Along with this, internal distortion of the glass ribbon is removed (reduced).
切断工程は、ガラスリボンを所定長さに切断する第一切断工程と、ガラスリボンの幅方向両端部を切断する第二切断工程とを備える。ガラスリボンの幅方向両端部は、幅方向中央部よりも相対的に厚みが大きくなる場合がある。この実施形態では、第二切断工程は、第一切断工程の後に第一切断工程とは別の場所で行われる。第一切断工程及び第二切断工程では、ガラスリボンの一方の主面の切断予定線に沿ってスクライブ線を形成した後、スクライブ線に沿って曲げ応力を作用させることで、ガラスリボンをスクライブ線に沿って切断(割断)する。これにより、ガラスリボンから所定サイズのガラス板が得られる。この実施形態では、第一切断工程及び第二切断工程において、ガラスリボンを縦姿勢(例えば、鉛直姿勢)のまま切断し、得られたガラス板を縦姿勢のまま検査工程に送る。なお、ガラスリボンの切断方法や切断姿勢はこれに限定されない。また、ガラス板は横姿勢(例えば、水平姿勢)で検査工程に送ってもよい。さらに、検査工程の前にガラス板を洗浄する洗浄工程を設けてもよい。 The cutting step includes a first cutting step for cutting the glass ribbon into a predetermined length and a second cutting step for cutting both ends in the width direction of the glass ribbon. The width direction both ends of the glass ribbon may be relatively thicker than the width direction center. In this embodiment, the second cutting step is performed at a place different from the first cutting step after the first cutting step. In the first cutting step and the second cutting step, the scribe line is formed along the planned cutting line of one main surface of the glass ribbon, and then the glass ribbon is scribed by applying a bending stress along the scribe line. Cut along (cut). Thereby, a glass plate of a predetermined size is obtained from the glass ribbon. In this embodiment, in a 1st cutting process and a 2nd cutting process, a glass ribbon is cut | disconnected with a vertical attitude | position (for example, vertical attitude | position), and the obtained glass plate is sent to an inspection process with a vertical attitude | position. In addition, the cutting method and cutting | disconnection attitude | position of a glass ribbon are not limited to this. Further, the glass plate may be sent to the inspection process in a horizontal posture (for example, a horizontal posture). Furthermore, you may provide the washing | cleaning process which wash | cleans a glass plate before an inspection process.
検査工程は、ガラス板の欠陥を検査する欠陥検査工程と、ガラス板の端縁を検査する端縁検査工程とを備える。ここで、検査工程は、ガラス板の検査方法に相当する。 The inspection step includes a defect inspection step for inspecting a glass plate for a defect and an edge inspection step for inspecting the edge of the glass plate. Here, the inspection step corresponds to a glass plate inspection method.
図1に示すように、欠陥検査工程ではガラス板の検査装置1が用いられる。検査装置1は、第一撮像系2と、第二撮像系3と、識別手段4とを備える。ここで、図中のXYZは直交座標系であり、X方向及びY方向は水平方向であり、Z方向が鉛直方向である。
As shown in FIG. 1, a glass
ガラス板Gは、上辺、又は上辺及び下辺が支持された縦姿勢(好ましくは鉛直姿勢)の状態でX方向に沿って送られる。第一主面G1と第二主面G2が対向するガラス板Gの厚み方向はY方向に沿っている。成形時のガラス板Gの延伸方向はZ方向に沿っている。ここで、「特定方向(例えばX方向)に沿う」という用語は、その特定方向(例えばX方向)と平行又は略平行な状態を意味する(以下、同様)。なお、ガラス板Gの送り方向は特に限定されるものではない。 The glass plate G is sent along the X direction in a vertical posture (preferably a vertical posture) in which the upper side or the upper side and the lower side are supported. The thickness direction of the glass plate G where the first main surface G1 and the second main surface G2 face each other is along the Y direction. The extending direction of the glass plate G at the time of forming is along the Z direction. Here, the term “along a specific direction (for example, X direction)” means a state parallel or substantially parallel to the specific direction (for example, X direction) (hereinafter the same). The feeding direction of the glass plate G is not particularly limited.
第一撮像系2は、第一光源5と、第一光源5から照射されてガラス板Gを透過した第一透過光L1を撮像する第一撮像部6と、第一透過光L1の一部(例えば、半分)を遮蔽して第一撮像部6の視野内に明部と暗部を形成する遮蔽部材としての遮蔽板7とを有する。ここで、撮像部で撮像する測定光として透過光を用いる場合には、「透過光」という用語には散乱光も含まれるものとする(以下、同様)。
The
第一光源5はガラス板Gの第一主面G1側に配置され、第一撮像部6はガラス板Gの第二主面G2側に配置されている。第一光源5の光軸は、ガラス板Gの第一主面G1に略垂直に光が入射する向きとされている。第一撮像部6の光軸は、第一撮像部6で基本的に第一透過光L1を補足できるように、第一光源5の光軸の直線上に配置されている。これにより、第一撮像部6は、遮蔽板7がなければ第一透過光L1を明視野で撮像する状態となるが、実際は遮蔽板7によって第一透過光L1の一部が遮断されるため、第一透過光L1を半明視野で撮像する状態となる。
The first
一方、第二撮像系3は、第二光源8及び第三光源9と、第二光源8から照射されてガラス板Gを透過した第二透過光L2を明視野で撮像すると共に、第三光源9から照射されてガラス板Gを透過した第三透過光L3を暗視野で撮像する第二撮像部10とを有する。
On the other hand, the
第二光源8はガラス板Gの第一主面G1側に配置され、第二撮像部10はガラス板Gの第二主面G2側に配置されている。第二光源8の光軸は、ガラス板Gの第一主面G1に略垂直に光が入射する向きとされている。第二撮像部10の光軸は、第二撮像部10で基本的に第二透過光L2を補足できるように、後述するビームスプリッタ11によって分離された第二光源8の光軸の直線上に配置されている。これにより、第二撮像部10は、第二透過光L2を明視野で撮像する状態となる。
The second
第三光源9はガラス板Gの第一主面G1側に配置されている。第三光源9の光軸は、ガラス板Gの第一主面G1に斜めに光が入射する向きとされている。この実施形態では、第三光源9は一対設けられている。第二撮像部10の光軸は、第二撮像部10に基本的に第三透過光L3が入らないように、第三光源9の光軸の直線上から外れた位置に配置されている。これにより、第二撮像部10は、第三透過光L3を暗視野で撮像する状態となる。第三透過光L3は、ガラス板Gで散乱が生じたときなどの特定の場合にのみ、第二撮像部10で受光される。なお、図1では第三透過光L3の傾斜角が誇張されているが、第三透過光L3も後述するビームスプリッタ11には基本的に入射する。
The third
第二撮像部10では、第二透過光L2と第三透過光L3が合成された光が撮像される。
The
この実施形態では、図1及び図2に示すように、第一光源5、第二光源8及び第三光源9が、一つの光源ユニット12に組み込まれている。これにより、第一光源5、第二光源8及び第三光源9が近接配置され、第一透過光L1、第二透過光L2及び第三透過光L3がガラス板Gの実質的に同じ場所を通過するようになっている。この実施形態では、光源ユニット12は、第一光源5、第二光源8及び第三光源9を同時に点灯する。なお、光源ユニット12は、第一光源5、第二光源8及び第三光源9を異なるタイミングで点滅させてもよい。
In this embodiment, as shown in FIGS. 1 and 2, the first
また、図1に戻ると、第一撮像部6の光軸上及び第二撮像部10の光軸上に、ビームスプリッタ11が配置されている。遮蔽板7は、ビームスプリッタ11と第一撮像部6との間に配置される。ビームスプリッタ11は、光源ユニット12から照射されてガラス板Gを透過した透過光を、第一透過光L1を含む第一成分と、第二透過光L2及び第三透過光L3を含む第二成分との二つに分離する。詳細には、ビームスプリッタ11として、特定の波長を透過し、それ以外の波長を反射するものを用いる。そして、第一光源5として、例えば青色のLEDを用い、第二光源8及び第三光源9として、第一光源5とは色の異なる、例えば赤色のLEDを用いる。これにより、ビームスプリッタ11で、第一光源5に由来する第一透過光L1と、第二光源8及び第三光源9に由来する第二透過光L2及び第三透過光L3とに二色分離する。図示例では、第一透過光L1を含む第一成分がビームスプリッタ11を透過して第一撮像部6で撮像され、第二透過光L2及び第三透過光L3を含む第二成分がビームスプリッタ11で反射して第二撮像部10で撮像される。なお、第一光源5、第二光源8及び第三光源9は、LEDに限定されるものではなく、例えば、メタルハライドランプやレーザ光源などであってもよい。
Returning to FIG. 1, the
さらに、図示は省略するが、光源ユニット12はZ方向に沿って複数配置されており、ライン光源を構成している。また同様に、第一撮像部6及び第二撮像部10もZ方向に沿って複数配置されており、ラインカメラを構成している。これにより、ガラス板GをX方向に沿って送ると、ガラス板Gの略全面に対して検査が行われるようになっている。
Furthermore, although not shown in the figure, a plurality of
識別手段4は、第一撮像部6及び第二撮像部10に有線又は無線で接続されており、これら撮像部6,10による撮像結果が入力される。撮像部6,10は、明るい部分を白、暗い部分を黒としたモノクロ情報からなる像を出力する。ここでいう像はガラス板Gの欠陥候補を意味する。識別手段4は、例えば、PCのCPUで構成される。識別手段4は、第一撮像系2で得られた像と、第二撮像系3で得られた像とに基づいて、ガラス板Gの欠陥の種類を識別する。図示は省略するが、識別手段4は、識別されたガラス板Gの欠陥の種類と位置を記憶手段(例えば、PCのメモリ)に記憶させると共に、ディスプレイにこれらの情報を表示させる。
The
図3に示すように、ガラス板Gの内部に含まれる欠陥としては、異物欠陥Xmと泡欠陥Xbがある。異物欠陥Xmは、ガラス原料に由来する未溶解物などであり、ガラス板Gの表面の歪みを伴う場合が多い。泡欠陥Xbは、製造過程で混入した空気などである。また、ガラス板Gの表面には、欠陥と誤検出されやすい埃Xdが付着する場合もある。埃Xdは洗浄等で除去できる。 As shown in FIG. 3, the defects contained in the glass plate G include a foreign substance defect Xm and a bubble defect Xb. The foreign substance defect Xm is an undissolved material derived from the glass raw material, and is often accompanied by distortion of the surface of the glass plate G. The bubble defect Xb is air mixed in the manufacturing process. Further, dust Xd that is easily detected as a defect may adhere to the surface of the glass plate G. The dust Xd can be removed by washing or the like.
異物欠陥、泡欠陥、埃などを有するガラス板Gを検査装置1で検査した場合に得られる像の代表的な一例を図4に示す。これらの像は、透過光L1,L2,L3が異物欠陥、泡欠陥、埃で屈折や散乱等することによって得られる。
FIG. 4 shows a typical example of an image obtained when the
同図に示すように、異物欠陥の場合、第一撮像系2では像I1が得られ、第二撮像系3では像が得られないときが多い。第一撮像系2の像I1は、例えば、真円に近い白丸と黒丸が連なった形状になる。
As shown in the figure, in the case of a foreign substance defect, an image I1 is often obtained with the
泡欠陥の場合、第一撮像系2では、像I2が得られたり、像自体が得られなかったりする。像I2が得られる場合、例えば、長円に近い白丸と黒丸が連なった形状になる。一方、第二撮像系3では、黒色の像I3が得られるときが多い。像I3は、例えば、長円に近い形状となる。
In the case of a bubble defect, in the
埃の場合、第一撮像系2では、像I4が得られたり、像自体が得られなかったりする。像I4が得られる場合、例えば、波打った形状になる。一方、第二撮像系3では、白色の像I5が得られるときが多い。像I5は、例えば、波打った形状となる。
In the case of dust, the
欠陥検査工程では、これらの傾向を用いて、第一撮像系2で得られた像と第二撮像系3で得られた像とからガラス板Gの欠陥の種類を識別する。ガラス板Gの欠陥の種類を識別する際に、欠陥検査工程で行われる処理の一例を、図5に示すフローチャートを用いて以下に説明する。
In the defect inspection process, using these tendencies, the type of defect of the glass plate G is identified from the image obtained by the
同図に示すように、まず、第一撮像系2の像が存在するか否かを判断する(ステップS1)。その結果、第一撮像系2の像が存在すると判断された場合、第二撮像系3の像が存在するか否かを判断し(ステップS2)、第一撮像系2の像が存在しないと判断された場合には、第二撮像系3の像が存在するか否かを判断する(ステップS3)。
As shown in the figure, first, it is determined whether or not an image of the
ステップS2で第二撮像系3の像が存在しないと判断された場合、検査対象位置においてガラス板Gに異物欠陥があると判断する(ステップS4)。
When it is determined in step S2 that the image of the
ステップS2又はS3で、第二撮像系3の像が存在すると判断された場合、第二撮像系3の像の色が白色か否かを判断する(ステップS5)。その結果、第二撮像系3の像が白色でないと判断された場合、検査対象位置においてガラス板Gに泡欠陥があると判断する(ステップS6)。
When it is determined in step S2 or S3 that the image of the
一方、ステップS5で、第二撮像系3の像が白色であると判断された場合、検査対象位置においてガラス板Gに埃があると判断する(ステップS7)。
On the other hand, when it is determined in step S5 that the image of the
また、ステップS3で、第二撮像系3の像が存在しないと判断された場合、検査対象位置においてガラス板Gに欠陥及び埃がないと判断する(ステップS8)。
If it is determined in step S3 that the image of the
ステップS1~S8の処理は、識別手段4において全自動で行うことができる。 The processing of steps S1 to S8 can be performed fully automatically by the identification means 4.
そして、これらの最終的な識別結果情報は、検査対象位置の位置情報と紐付けられた状態で、記憶手段に記憶されると共にディスプレイに表示される。また、識別結果情報は、上流側の工程(例えば、成形工程や切断工程)にフィードバックされ、上流側の工程における製造条件などが必要に応じて調整される。なお、異物欠陥及び/又は泡欠陥が存在すると判断されたガラス板Gは、その欠陥の大きさ等に応じて廃棄の有無が決定される。 The final identification result information is stored in the storage means and displayed on the display in a state linked to the position information of the inspection target position. Further, the identification result information is fed back to an upstream process (for example, a molding process or a cutting process), and manufacturing conditions and the like in the upstream process are adjusted as necessary. In addition, the presence or absence of disposal of the glass plate G determined to have a foreign object defect and / or a bubble defect is determined according to the size of the defect.
以上のような欠陥検査工程によれば、埃をガラス板Gの欠陥として誤検出するのを防止しつつ、ガラス板Gの欠陥(異物欠陥、泡欠陥)の種類を正確に識別することができる。 According to the above defect inspection process, it is possible to accurately identify the types of defects (foreign matter defects, bubble defects) of the glass plate G while preventing dust from being erroneously detected as defects of the glass plate G. .
ここで、欠陥の識別精度を向上させるために、欠陥検査工程で次のような処理を追加してもよい。 Here, in order to improve the defect identification accuracy, the following processing may be added in the defect inspection process.
異物欠陥の場合であっても、第二撮像系3で像が得られ、異物欠陥と泡欠陥を識別しにくいときがある。そこで、上記の欠陥検査工程において、図6A及び図7Bに示すように第一撮像系2で得られた像I6,I8の面積Aと、図6B及び図7Bに示すように第二撮像系3で得られた像I7,I9の面積Bとを求め、これら2つの面積の比A/Bに基づいて、ガラス板G中の泡欠陥と異物欠陥とを識別するようにしてもよい。すなわち、図6A及び図6Bに示すように、異物欠陥の場合、第一撮像系2で得られた像I6の面積Aが、第二撮像系3で得られた像I7の面積Bに比べて大きくなり、面積比A/Bの値が大きくなる傾向がある。これに対し、図7A及び図7Bに示すように、泡欠陥の場合、第一撮像系2で得られた像I8の面積Aが、第二撮像系3で得られた像I9の面積Bに比べてそれほど大きくならず、面積比A/Bの値が小さくなる傾向がある(1に近づく)。したがって、面積比A/Bの値が所定のしきい値以上の場合を異物欠陥又は異物欠陥候補と判断し、しきい値未満の場合を泡欠陥又は泡欠陥候補と判断してもよい。ここで、異物欠陥候補や泡欠陥候補は、最終的な識別結果を意味するものではなく、その後に別の識別処理を加えることを予定したものである。後述する埃候補も同様の意味である。なお、面積比A/Bのしきい値は、異物欠陥を識別するための第一しきい値と、泡欠陥を識別するための第二しきい値(第二しきい値<第一しきい値)とに分けてもよい。しきい値の大きさは、検査の要求精度に応じて変更できる。
Even in the case of a foreign object defect, an image is obtained by the
埃の場合であっても、第二撮像系3で像が白色にならず、泡欠陥と埃の識別がしにくいときがある。そこで、上記の欠陥検査工程において、図8A及び図8Bに示すように、第二撮像系3で得られた像I10,I11のガラス板Gの延伸方向に沿ったZ方向(第一方向に相当)の寸法Cと、その像I10,I11のZ方向と直交するX方向(第二方向に相当)の寸法Dとを求め、これら2つの寸法比C/Dに基づいて、泡欠陥と埃とを識別するようにしてもよい。すなわち、図8Aに示すように、泡欠陥の場合、第二撮像系3で得られた像I10がZ方向に細長くなっていることが多いため、寸法比C/Dの値が大きくなる傾向にある。これに対し、図8Bに示すように、埃の場合、第二撮像系3で得られた像I11が延伸成形の影響を受けずにZ方向とは無関係であるため、寸法比C/Dの値が小さくなる傾向にある。したがって、寸法比C/Dの値が所定のしきい値以上の場合を泡欠陥又は泡欠陥候補と判断し、しきい値未満の場合を埃又は埃候補と判断してもよい。なお、寸法比C/Dのしきい値は、泡欠陥を識別するための第一しきい値と、埃を識別するための第二しきい値(第二しきい値<第一しきい値)とに分けてもよい。また、しきい値の大きさは検査の要求精度に応じて変更できる。
Even in the case of dust, the image does not become white in the
また、泡欠陥と埃の識別がしにくい場合には、上記の欠陥検査工程において、図9A及び図9Bに示すように、第二撮像系3で得られた像I12,I13の面積Eと、その像I12,I13が内接するようにZ方向と平行な辺およびX方向と平行な辺からなる矩形Sを形成したときの矩形Sの面積Fとを求め、これら2つの面積比E/Fに基づいて、泡欠陥と埃とを識別するようにしてもよい。すなわち、図9Aに示すように、泡欠陥の場合、第二撮像系3で得られた像I12がZ方向に真っ直ぐ延びていることが多いため、像I12の面積Eが矩形Sの面積Fと同程度になり、面積比E/Fの値が大きくなる傾向にある(1に近づく)。これに対し、図9Bに示すように、埃の場合、第二撮像系3で得られた像I13が延伸成形の影響を受けずにZ方向とは無関係であるため、像I13の面積Eが矩形Sの面積Fよりもかなり小さくなり、面積比E/Fの値が小さくなる傾向にある(0に近づく)。したがって、面積比E/Fの値が所定のしきい値以上の場合を泡欠陥又は泡欠陥候補と判断し、しきい値未満の場合を埃又は埃候補と判断してもよい。なお、面積比E/Fのしきい値は、泡欠陥を識別するための第一しきい値と、埃を識別するための第二しきい値(第二しきい値<第一しきい値)とに分けてもよい。また、しきい値の大きさは、検査の要求精度に応じて変更できる。
If it is difficult to distinguish between bubble defects and dust, in the defect inspection process, as shown in FIGS. 9A and 9B, the area E of the images I12 and I13 obtained by the
さらに、泡欠陥と埃の識別がしにくい場合には、上記の欠陥検査工程において、図10A及び図10Bに示すように、第二撮像系3で得られた像I14,I15のZ方向と平行な対称軸Hに対する対称性に基づいて、泡欠陥と埃とを識別するようにしてもよい。すなわち、図10Aに示すように、泡欠陥の場合、第二撮像系3で得られた像I14がZ方向に真っ直ぐ延びていることが多いため、像I14の対称軸Hに対する対称性(線対称性)が高くなる傾向にある。これに対し、図10Bに示すように、埃の場合、第二撮像系3で得られた像I15は延伸成形の影響を受けずにZ方向とは無関係であるため、像I15の対称軸Hに対する対称性(線対称性)が低くなる傾向にある。したがって、対称軸Hに対する対称性を数値化した値(対称性が高いときに値が大きくなる)が所定のしきい値以上である場合を泡欠陥又は泡欠陥候補と判断し、しきい値未満の場合を埃又は埃候補と判断してもよい。なお、対称性のしきい値は、泡欠陥を識別するための第一しきい値と、埃を識別するための第二しきい値(第二しきい値<第一しきい値)とに分けてもよい。また、しきい値の大きさは、検査の要求精度に応じて変更できる。
Further, when it is difficult to distinguish between bubble defects and dust, in the defect inspection process, as shown in FIGS. 10A and 10B, the images I14 and I15 obtained by the
また、泡欠陥と埃の識別がしにくい場合には、上記の欠陥検査工程において、図11A及び図11Bに示すように、第二撮像系3で得られた像I16,I17のZ方向に対する傾き角θを求め、この傾き角θに基づいて、泡欠陥と埃とを識別するようにしてもよい。すなわち、図11Aに示すように、泡欠陥の場合、第二撮像系3で得られた像I16がZ方向に真っ直ぐ延びていることが多いため、像I16の傾き角θが小さくなる傾向にある。これに対し、図11Bに示すように、埃の場合、第二撮像系3で得られた像I17は延伸成形の影響を受けずにZ方向とは無関係であるため、像I17の傾き角θが大きくなる傾向にある。したがって、傾き角θが所定のしきい値以下である場合を泡欠陥又は泡欠陥候補と判断し、しきい値超の場合を埃又は埃候補と判断してもよい。なお、傾き角θのしきい値は、泡欠陥を識別するための第一しきい値と、埃を識別するための第二しきい値(第二しきい値>第一しきい値)とに分けてもよい。また、しきい値の大きさは、検査精度に応じて変更できる。
If it is difficult to distinguish between bubble defects and dust, as shown in FIGS. 11A and 11B in the defect inspection step, the inclinations of the images I16 and I17 obtained by the
ここで、以上に例示した泡欠陥と埃の識別方法は、ガラス板Gの延伸方向を考慮したものである。そのため、第二撮像系3で得られた像からガラス板Gの延伸方向に関連する特徴量を抽出し、この特徴量に基づいて泡欠陥と埃とを識別しているともいえる。
Here, the bubble defect and dust identification method exemplified above takes the stretching direction of the glass plate G into consideration. Therefore, it can be said that the feature quantity related to the extending direction of the glass plate G is extracted from the image obtained by the
図12に示すように、端縁検査工程は、第二撮像系3でガラス板Gの端辺Gf,Gbを含む検査エリアA1,A2を撮像し、端辺Gf,Gbの形状不良の有無を検査する。その結果、図12に拡大して示すように、第二撮像系3の撮像結果に基づいて、端辺Gf,Gbに切残しD1や欠けD2があると判断された場合に、ガラス板Gの形状不良と判断する。端縁検査工程は省略してもよいし、別の検査装置によって行ってもよい。
As shown in FIG. 12, in the edge inspection step, the
なお、本発明は、上記の実施形態の構成に限定されるものではなく、上記した作用効果に限定されるものでもない。本発明は、本発明の要旨を逸脱しない範囲で種々の変更が可能である。 In addition, this invention is not limited to the structure of said embodiment, It is not limited to the above-mentioned effect. The present invention can be variously modified without departing from the gist of the present invention.
上記の実施形態では、第一光源5、第二光源8及び第三光源9を一つにまとめた光源ユニット12と、ビームスプリッタ11とを用いて、第一撮像系2と第二撮像系3の光路の一部を重複させる場合を説明したが、これに限定されない。例えば、図13に示すように、第一撮像系2と第二撮像系3とをガラス板Gの送り方向に沿って間隔を置いて配置し、第一撮像系2の光路と第二撮像系3の光路とを完全に独立させてもよい。
In the above embodiment, the
上記の実施形態では、ガラス板Gを縦姿勢で送りながら欠陥の種類を識別する場合を説明したが、ガラス板Gの姿勢は特に限定されるものではない。例えば、ガラス板Gを横姿勢(好ましくは水平姿勢)で送りながら欠陥の種類を識別するようにしてもよい。 In the above-described embodiment, the case where the type of defect is identified while feeding the glass plate G in a vertical posture has been described, but the posture of the glass plate G is not particularly limited. For example, the type of defect may be identified while feeding the glass plate G in a horizontal posture (preferably a horizontal posture).
上記の実施形態では、所定位置に配置された検査装置1に対して、ガラス板Gを移動させながら欠陥の種類を識別する場合を説明したが、検査装置1とガラス板Gとの間に相対的な移動があればよい。すなわち、ガラス板Gを所定位置に配置した状態で、ガラス板Gに対して検査装置1を移動させてもよいし、ガラス板Gと検査装置1の両方を移動させてもよい。
In the above embodiment, the case has been described in which the type of defect is identified while moving the glass plate G with respect to the
上記の実施形態において、検査工程の後に洗浄工程を設けてもよい。この場合、検査工程で特定された埃の位置を記憶手段から呼び出し、その呼び出した位置に対応する部分を選択的ないし重点的に洗浄するようにしてもよい。 In the above embodiment, a cleaning process may be provided after the inspection process. In this case, the position of the dust specified in the inspection process may be called from the storage means, and the portion corresponding to the called position may be selectively or intensively cleaned.
1 検査装置
2 第一撮像系
3 第二撮像系
4 識別手段
5 第一光源
6 第一撮像部
7 遮蔽板
8 第二光源
9 第三光源
10 第二撮像部
11 ビームスプリッタ
12 光源ユニット
G ガラス板
G1 第一主面
G2 第二主面
L1 第一透過光
L2 第二透過光
L3 第三透過光
DESCRIPTION OF
Claims (13)
第一光源と、前記第一光源から照射されて前記ガラス板を透過した第一透過光を撮像する第一撮像部と、前記第一透過光の一部を遮蔽して前記第一撮像部の視野内に明部と暗部を形成する遮蔽部材とを有する第一撮像系と、
第二光源及び第三光源と、前記第二光源から照射されて前記ガラス板を透過した第二透過光を明視野で撮像しながら、前記第三光源から照射されて前記ガラス板を透過した第三透過光を暗視野で撮像する第二撮像部とを有する第二撮像系とを配置し、
前記第一撮像系で得られる像と、前記第二撮像系で得られる像とに基づいて、前記ガラス板の欠陥の種類を識別することを特徴とするガラス板の検査方法。 In the inspection method of glass plate,
A first light source, a first imaging unit that images the first transmitted light that has been irradiated from the first light source and transmitted through the glass plate, and a part of the first transmitted light is shielded from the first imaging unit. A first imaging system having a shielding member that forms a bright part and a dark part in the field of view;
The second light source and the third light source, and the second transmitted light that has been irradiated from the second light source and transmitted through the glass plate is imaged in a bright field, while the second light source that has been irradiated from the third light source and transmitted through the glass plate. A second imaging system having a second imaging unit that images the three transmitted light in a dark field;
A method for inspecting a glass plate, comprising: identifying a type of defect of the glass plate based on an image obtained by the first imaging system and an image obtained by the second imaging system.
前記光源ユニットから照射されて前記ガラス板を透過した透過光を、ビームスプリッタによって、前記第一透過光を含む第一成分と、前記第二透過光及び前記第三透過光を含む第二成分との二つに分離し、前記第一成分を前記遮蔽部材を介して前記第一撮像部で撮像し、前記第二成分を前記第二撮像部で撮像することを特徴とする請求項1に記載のガラス板の検査方法。 The first light source, the second light source and the third light source as one light source unit,
The transmitted light that has been irradiated from the light source unit and transmitted through the glass plate is, by a beam splitter, a first component that includes the first transmitted light, and a second component that includes the second transmitted light and the third transmitted light. The first component is imaged by the first imaging unit through the shielding member, and the second component is imaged by the second imaging unit. Glass plate inspection method.
前記成形工程で成形されたガラスリボンを徐冷する徐冷工程と、
前記徐冷工程で徐冷された前記ガラスリボンを所定の大きさに切断してガラス板を得る切断工程と、
前記切断工程で得た前記ガラス板を、請求項1~10のいずれか1項に記載の方法で検査する検査工程とを備えていることを特徴とするガラス板の製造方法。 A molding step of forming a glass ribbon by stretching molten glass in a predetermined direction;
A slow cooling step of slow cooling the glass ribbon molded in the molding step;
A cutting step of obtaining a glass plate by cutting the glass ribbon slowly cooled in the slow cooling step into a predetermined size;
A method for producing a glass plate, comprising: an inspection step for inspecting the glass plate obtained in the cutting step by the method according to any one of claims 1 to 10.
第一光源と、前記第一光源から照射されて前記ガラス板を透過した第一透過光を撮像する第一撮像部と、前記第一透過光の一部を遮蔽して前記第一撮像部の視野内に明部と暗部を形成する遮蔽部材とを有する第一撮像系と、
第二光源及び第三光源と、前記第二光源から照射されて前記ガラス板を透過した第二透過光を明視野で撮像すると共に、前記第三光源から照射されて前記ガラス板を透過した第三透過光を暗視野で撮像する第二撮像部とを有する第二撮像系と、
前記第一撮像系で得られる像と、前記第二撮像系で得られる像とに基づいて、前記ガラス板の欠陥の種類を識別する識別手段とを備えていることを特徴とするガラス板の検査装置。 In glass plate inspection equipment,
A first light source, a first imaging unit that images the first transmitted light that has been irradiated from the first light source and transmitted through the glass plate, and a part of the first transmitted light is shielded from the first imaging unit. A first imaging system having a shielding member that forms a bright part and a dark part in the field of view;
The second light source and the third light source, and the second transmitted light irradiated from the second light source and transmitted through the glass plate are imaged in a bright field, and the second light source irradiated from the third light source and transmitted through the glass plate A second imaging system having a second imaging unit that images three transmitted light in a dark field;
An identification means for identifying the type of defect of the glass plate based on an image obtained by the first imaging system and an image obtained by the second imaging system. Inspection device.
前記光源ユニットから照射されて前記ガラス板を透過した透過光を、前記第一透過光を含む第一成分と、前記第二透過光及び前記第三透過光を含む第二成分との二つに分離するビームスプリッタを備え、
前記第一撮像部と前記ビームスプリッタの間に前記遮蔽部材が配置され、
前記第一撮像部が、前記第一成分を前記遮蔽部材を介して撮像すると共に、
前記第二撮像部が、前記第二成分を撮像するように構成されていることを特徴とする請求項12に記載のガラス板の検査装置。 The first light source, the second light source and the third light source are one light source unit,
Transmitted light irradiated from the light source unit and transmitted through the glass plate is divided into two parts, a first component including the first transmitted light and a second component including the second transmitted light and the third transmitted light. With a beam splitter to separate,
The shielding member is disposed between the first imaging unit and the beam splitter,
The first imaging unit images the first component through the shielding member,
The glass plate inspection apparatus according to claim 12, wherein the second imaging unit is configured to image the second component.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| KR1020197017715A KR102388575B1 (en) | 2017-01-06 | 2017-12-13 | Inspection method for glass plate, manufacturing method thereof, and inspection apparatus for glass plate |
| CN201780075075.8A CN110036281B (en) | 2017-01-06 | 2017-12-13 | Inspection method of glass plate, manufacturing method thereof, and inspection device of glass plate |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2017-001186 | 2017-01-06 | ||
| JP2017001186A JP6788837B2 (en) | 2017-01-06 | 2017-01-06 | Glass plate inspection method and its manufacturing method and glass plate inspection equipment |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2018128059A1 true WO2018128059A1 (en) | 2018-07-12 |
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/JP2017/044689 Ceased WO2018128059A1 (en) | 2017-01-06 | 2017-12-13 | Method for inspecting glass plate, method for manufacturing same, and device for inspecting glass plate |
Country Status (4)
| Country | Link |
|---|---|
| JP (1) | JP6788837B2 (en) |
| KR (1) | KR102388575B1 (en) |
| CN (1) | CN110036281B (en) |
| WO (1) | WO2018128059A1 (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2022024563A (en) * | 2020-07-28 | 2022-02-09 | 日立建機株式会社 | Method, device, and system for inspecting surface |
Families Citing this family (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7168962B2 (en) * | 2019-10-07 | 2022-11-10 | 株式会社神戸製鋼所 | Substrate surface defect inspection method |
| CN110441321B (en) * | 2019-10-10 | 2019-12-31 | 征图新视(江苏)科技股份有限公司 | Transparent material internal defect detection method based on time-sharing exposure image synthesis |
| WO2021090827A1 (en) * | 2019-11-05 | 2021-05-14 | 株式会社小糸製作所 | Inspection device |
| KR20220110291A (en) * | 2019-12-13 | 2022-08-05 | 코닝 인코포레이티드 | Laser-based inclusion detection system and method |
| JP7616508B2 (en) * | 2020-10-07 | 2025-01-17 | 日本電気硝子株式会社 | Glass plate manufacturing method |
| KR102610300B1 (en) * | 2020-11-03 | 2023-12-06 | 주식회사 볼크 | Defect detection device |
| CN114660090B (en) * | 2022-02-24 | 2025-09-30 | 彩虹显示器件股份有限公司 | Device and method for detecting inclusion defects and deformation of flat glass using a knife block |
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- 2017-12-13 WO PCT/JP2017/044689 patent/WO2018128059A1/en not_active Ceased
- 2017-12-13 KR KR1020197017715A patent/KR102388575B1/en active Active
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| JP7119034B2 (en) | 2020-07-28 | 2022-08-16 | 日立建機株式会社 | SURFACE INSPECTION METHOD, SURFACE INSPECTION APPARATUS, AND SURFACE INSPECTION SYSTEM |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110036281B (en) | 2021-08-03 |
| JP2018112411A (en) | 2018-07-19 |
| KR102388575B1 (en) | 2022-04-20 |
| CN110036281A (en) | 2019-07-19 |
| JP6788837B2 (en) | 2020-11-25 |
| KR20190104324A (en) | 2019-09-09 |
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