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WO2008042759A3 - On-line multivariate analysis in a distributed process control system - Google Patents

On-line multivariate analysis in a distributed process control system Download PDF

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Publication number
WO2008042759A3
WO2008042759A3 PCT/US2007/079859 US2007079859W WO2008042759A3 WO 2008042759 A3 WO2008042759 A3 WO 2008042759A3 US 2007079859 W US2007079859 W US 2007079859W WO 2008042759 A3 WO2008042759 A3 WO 2008042759A3
Authority
WO
WIPO (PCT)
Prior art keywords
line
control system
process control
normal operation
data
Prior art date
Application number
PCT/US2007/079859
Other languages
French (fr)
Other versions
WO2008042759A2 (en
Inventor
Nikola Samardzija
John Philip Miller
Original Assignee
Fisher-Rosemount Systems, Inc.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US11/688,759 external-priority patent/US8014880B2/en
Application filed by Fisher-Rosemount Systems, Inc. filed Critical Fisher-Rosemount Systems, Inc.
Priority to EP07843459A priority Critical patent/EP2095197A2/en
Priority to JP2009530631A priority patent/JP2010506258A/en
Publication of WO2008042759A2 publication Critical patent/WO2008042759A2/en
Publication of WO2008042759A3 publication Critical patent/WO2008042759A3/en

Links

Classifications

    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0243—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model
    • G05B23/0254—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/31—From computer integrated manufacturing till monitoring
    • G05B2219/31357—Observer based fault detection, use model
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/32—Operator till task planning
    • G05B2219/32191—Real time statistical process monitoring
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Testing And Monitoring For Control Systems (AREA)

Abstract

A method and system for monitoring a process in a process plant includes collecting data from a process control system within the process plant, where the data is representative of a normal operation of the process when the process is on-line and operating normally, performing a multivariate statistical analysis to represent the normal operation of the process based on a set of collected on-line process data comprising a measure of the normal operation of the process when the process is on-line and operating normally, and representing a real¬ time on-line operation of the process using monitored on-line process data comprising a measure of a real-time operation of the process when the process is on-line as an input to the representation of the normal operation of the process.
PCT/US2007/079859 2006-09-29 2007-09-28 On-line multivariate analysis in a distributed process control system WO2008042759A2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
EP07843459A EP2095197A2 (en) 2006-09-29 2007-09-28 On-line multivariate analysis in a distributed process control system
JP2009530631A JP2010506258A (en) 2006-09-29 2007-09-28 Online multivariate analysis in distributed process control systems.

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US82763106P 2006-09-29 2006-09-29
US60/827,631 2006-09-29
US11/688,759 US8014880B2 (en) 2006-09-29 2007-03-20 On-line multivariate analysis in a distributed process control system
US11/688,759 2007-03-20

Publications (2)

Publication Number Publication Date
WO2008042759A2 WO2008042759A2 (en) 2008-04-10
WO2008042759A3 true WO2008042759A3 (en) 2009-08-27

Family

ID=39262013

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2007/079859 WO2008042759A2 (en) 2006-09-29 2007-09-28 On-line multivariate analysis in a distributed process control system

Country Status (1)

Country Link
WO (1) WO2008042759A2 (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105259895A (en) * 2015-10-14 2016-01-20 山东科技大学 Method and monitoring system for detecting and separating micro fault in industrial process
CN105700518B (en) * 2016-03-10 2018-06-12 华中科技大学 A kind of industrial process method for diagnosing faults

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1995018420A2 (en) * 1993-12-22 1995-07-06 Asea Brown Boveri Method for monitoring multivariate processes
WO2001069186A1 (en) * 2000-03-10 2001-09-20 Cyrano Sciences, Inc. Measuring and analyzing multi-dimensional sensory information for identification purposes

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1995018420A2 (en) * 1993-12-22 1995-07-06 Asea Brown Boveri Method for monitoring multivariate processes
WO2001069186A1 (en) * 2000-03-10 2001-09-20 Cyrano Sciences, Inc. Measuring and analyzing multi-dimensional sensory information for identification purposes

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
ALBERT S ET AL: "Multivariate statistical monitoring of batch processes: an industrial case study of fermentation supervision", TRENDS IN BIOTECHNOLOGY, ELSEVIER PUBLICATIONS, CAMBRIDGE, GB, vol. 19, no. 2, 1 February 2001 (2001-02-01), pages 53 - 62, XP004314904, ISSN: 0167-7799 *
YOO C K ET AL: "On-line monitoring of batch processes using multiway independent component analysis", CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, ELSEVIER SCIENCE PUBLISHERS B.V. AMSTERDAM, NL, vol. 71, no. 2, 28 May 2004 (2004-05-28), pages 151 - 163, XP004506978, ISSN: 0169-7439 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105259895A (en) * 2015-10-14 2016-01-20 山东科技大学 Method and monitoring system for detecting and separating micro fault in industrial process
CN105259895B (en) * 2015-10-14 2017-08-11 山东科技大学 A kind of detection of industrial process small fault and separation method and its monitoring system
CN105700518B (en) * 2016-03-10 2018-06-12 华中科技大学 A kind of industrial process method for diagnosing faults

Also Published As

Publication number Publication date
WO2008042759A2 (en) 2008-04-10

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