WO2000020939A1 - Method and system for monitoring and controlling a manufacturing system - Google Patents
Method and system for monitoring and controlling a manufacturing system Download PDFInfo
- Publication number
- WO2000020939A1 WO2000020939A1 PCT/US1999/023379 US9923379W WO0020939A1 WO 2000020939 A1 WO2000020939 A1 WO 2000020939A1 US 9923379 W US9923379 W US 9923379W WO 0020939 A1 WO0020939 A1 WO 0020939A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- performance data
- model
- neural network
- real
- performance
- Prior art date
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
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS], computer integrated manufacturing [CIM]
- G05B19/41885—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS], computer integrated manufacturing [CIM] characterised by modeling, simulation of the manufacturing system
-
- 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
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E20/00—Combustion technologies with mitigation potential
- Y02E20/14—Combined heat and power generation [CHP]
-
- 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
- Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- General Engineering & Computer Science (AREA)
- Quality & Reliability (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Feedback Control In General (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- General Factory Administration (AREA)
Abstract
Description
Claims
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP99950252A EP1042706A1 (en) | 1998-10-06 | 1999-10-06 | Method and system for monitoring and controlling a manufacturing system |
AU62949/99A AU6294999A (en) | 1998-10-06 | 1999-10-06 | Method and system for monitoring and controlling a manufacturing system |
CA002313134A CA2313134A1 (en) | 1998-10-06 | 1999-10-06 | Method and system for monitoring and controlling a manufacturing system |
JP2000575000A JP2002526852A (en) | 1998-10-06 | 1999-10-06 | Method and system for monitoring and controlling a manufacturing system |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US16706398A | 1998-10-06 | 1998-10-06 | |
US09/167,063 | 1998-10-06 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2000020939A1 true WO2000020939A1 (en) | 2000-04-13 |
WO2000020939A9 WO2000020939A9 (en) | 2000-08-24 |
Family
ID=22605782
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US1999/023379 WO2000020939A1 (en) | 1998-10-06 | 1999-10-06 | Method and system for monitoring and controlling a manufacturing system |
Country Status (5)
Country | Link |
---|---|
EP (1) | EP1042706A1 (en) |
JP (1) | JP2002526852A (en) |
AU (1) | AU6294999A (en) |
CA (1) | CA2313134A1 (en) |
WO (1) | WO2000020939A1 (en) |
Cited By (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
FR2808909A1 (en) * | 2000-05-11 | 2001-11-16 | Jean Marie Billiotte | Risk management stochastic simulation method for use in industrial and financial environments for predicting possible future scenarios, with the method particularly able to cope with multiple sites, industrial or financial |
EP1176482A1 (en) * | 2000-07-27 | 2002-01-30 | Abb Research Ltd. | Method and computer program for generating a regulation or control system |
EP1253491A2 (en) * | 2001-04-24 | 2002-10-30 | Bayer Aktiengesellschaft | Hybrid model and method for determining the mechanical properties and processing properties of an injection moulded article |
EP1497783A2 (en) * | 2002-01-15 | 2005-01-19 | DAS, Suvajit | COMPUTER−IMPLEMENTED SYSTEM AND METHOD FOR MEASURING AND IMPROVING MANUFACTURING PROCESSES AND MAXIMIZING PRODUCT RESEARCH AND DEVELOPMENT SPEED AND EFFICIENCY |
US6968250B2 (en) | 2001-12-28 | 2005-11-22 | Kimberly-Clark Worldwide, Inc. | Intelligent agent system and method for evaluating data integrity in process information databases |
US7035877B2 (en) | 2001-12-28 | 2006-04-25 | Kimberly-Clark Worldwide, Inc. | Quality management and intelligent manufacturing with labels and smart tags in event-based product manufacturing |
US7032816B2 (en) | 2001-12-28 | 2006-04-25 | Kimberly-Clark Worldwide, Inc. | Communication between machines and feed-forward control in event-based product manufacturing |
US7117161B2 (en) * | 2000-08-21 | 2006-10-03 | Bruce Elisa M | Decision dynamics |
US7137019B2 (en) | 2003-04-30 | 2006-11-14 | International Business Machines Corporation | Adaptive throttling system for data processing systems |
US7233910B2 (en) * | 2003-08-07 | 2007-06-19 | Hsb Solomon Associates, Llc | System and method for determining equivalency factors for use in comparative performance analysis of industrial facilities |
US7357298B2 (en) | 2001-12-28 | 2008-04-15 | Kimberly-Clark Worldwide, Inc. | Integrating event-based production information with financial and purchasing systems in product manufacturing |
US7380213B2 (en) | 2001-12-28 | 2008-05-27 | Kimberly-Clark Worldwide, Inc. | User interface for reporting event-based production information in product manufacturing |
GB2449518A (en) * | 2007-03-08 | 2008-11-26 | American Power Conv Corp | Remote monitoring device |
GB2463794A (en) * | 2008-09-27 | 2010-03-31 | I2 Technologies Us Inc | Demand driven lean production control system. |
US8145748B2 (en) | 2004-12-13 | 2012-03-27 | American Power Conversion Corporation | Remote monitoring system |
US20130191106A1 (en) * | 2012-01-24 | 2013-07-25 | Emerson Process Management Power & Water Solutions, Inc. | Method and apparatus for deploying industrial plant simulators using cloud computing technologies |
US8799113B2 (en) | 2001-12-28 | 2014-08-05 | Binforma Group Limited Liability Company | Quality management by validating a bill of materials in event-based product manufacturing |
US8965539B2 (en) | 2008-09-27 | 2015-02-24 | Jda Software Group, Inc. | System and method for a demand driven lean production control system |
WO2018022298A1 (en) * | 2016-07-28 | 2018-02-01 | Honeywell International Inc. | Mpc with unconstrained dependent variables for kpi performance analysis |
US10678194B2 (en) | 2017-06-12 | 2020-06-09 | Honeywell International Inc. | Apparatus and method for estimating impacts of operational problems in advanced control operations for industrial control systems |
WO2022098929A1 (en) * | 2020-11-06 | 2022-05-12 | Energy Internet Corporation | Control and configuration of software-defined machines |
US11630446B2 (en) | 2021-02-16 | 2023-04-18 | Aspentech Corporation | Reluctant first principles models |
US11754998B2 (en) | 2019-10-18 | 2023-09-12 | Aspentech Corporation | System and methods for automated model development from plant historical data for advanced process control |
US11782401B2 (en) | 2019-08-02 | 2023-10-10 | Aspentech Corporation | Apparatus and methods to build deep learning controller using non-invasive closed loop exploration |
US11853032B2 (en) | 2019-05-09 | 2023-12-26 | Aspentech Corporation | Combining machine learning with domain knowledge and first principles for modeling in the process industries |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10386827B2 (en) * | 2013-03-04 | 2019-08-20 | Fisher-Rosemount Systems, Inc. | Distributed industrial performance monitoring and analytics platform |
US10990067B2 (en) * | 2016-07-07 | 2021-04-27 | Aspen Technology, Inc. | Computer system and method for the dynamic construction and online deployment of an operation-centric first-principles process model for predictive analytics |
US20220235676A1 (en) * | 2019-06-20 | 2022-07-28 | Tata Consultancy Services Limited | Method and system for optimization of combination cycle gas turbine operation |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO1994020887A2 (en) * | 1993-03-02 | 1994-09-15 | Pavilion Technologies, Inc. | Method and apparatus for analyzing a neural network within desired operating parameter constraints |
US5408406A (en) * | 1993-10-07 | 1995-04-18 | Honeywell Inc. | Neural net based disturbance predictor for model predictive control |
US5659667A (en) * | 1995-01-17 | 1997-08-19 | The Regents Of The University Of California Office Of Technology Transfer | Adaptive model predictive process control using neural networks |
US5692107A (en) * | 1994-03-15 | 1997-11-25 | Lockheed Missiles & Space Company, Inc. | Method for generating predictive models in a computer system |
EP0822473A2 (en) * | 1996-07-31 | 1998-02-04 | Canon Kabushiki Kaisha | Remote maintenance system |
US5859964A (en) * | 1996-10-25 | 1999-01-12 | Advanced Micro Devices, Inc. | System and method for performing real time data acquisition, process modeling and fault detection of wafer fabrication processes |
-
1999
- 1999-10-06 AU AU62949/99A patent/AU6294999A/en not_active Abandoned
- 1999-10-06 WO PCT/US1999/023379 patent/WO2000020939A1/en not_active Application Discontinuation
- 1999-10-06 EP EP99950252A patent/EP1042706A1/en not_active Withdrawn
- 1999-10-06 JP JP2000575000A patent/JP2002526852A/en not_active Withdrawn
- 1999-10-06 CA CA002313134A patent/CA2313134A1/en not_active Abandoned
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO1994020887A2 (en) * | 1993-03-02 | 1994-09-15 | Pavilion Technologies, Inc. | Method and apparatus for analyzing a neural network within desired operating parameter constraints |
US5408406A (en) * | 1993-10-07 | 1995-04-18 | Honeywell Inc. | Neural net based disturbance predictor for model predictive control |
US5692107A (en) * | 1994-03-15 | 1997-11-25 | Lockheed Missiles & Space Company, Inc. | Method for generating predictive models in a computer system |
US5659667A (en) * | 1995-01-17 | 1997-08-19 | The Regents Of The University Of California Office Of Technology Transfer | Adaptive model predictive process control using neural networks |
EP0822473A2 (en) * | 1996-07-31 | 1998-02-04 | Canon Kabushiki Kaisha | Remote maintenance system |
US5859964A (en) * | 1996-10-25 | 1999-01-12 | Advanced Micro Devices, Inc. | System and method for performing real time data acquisition, process modeling and fault detection of wafer fabrication processes |
Non-Patent Citations (1)
Title |
---|
FUHR P L ET AL: "REMOTE INTERROGATION AND CONTROL OF SENSORS VIA THE INTERNET", SENSORS,US,HELMERS PUBLISHING, vol. 12, no. 12, 1 December 1995 (1995-12-01), pages 25 - 29,31, XP002050471, ISSN: 0746-9462 * |
Cited By (44)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
FR2808909A1 (en) * | 2000-05-11 | 2001-11-16 | Jean Marie Billiotte | Risk management stochastic simulation method for use in industrial and financial environments for predicting possible future scenarios, with the method particularly able to cope with multiple sites, industrial or financial |
EP1176482A1 (en) * | 2000-07-27 | 2002-01-30 | Abb Research Ltd. | Method and computer program for generating a regulation or control system |
US7234138B2 (en) | 2000-07-27 | 2007-06-19 | Abb Research Ltd | Method and computer program for producing a regulator or controller |
US7117161B2 (en) * | 2000-08-21 | 2006-10-03 | Bruce Elisa M | Decision dynamics |
EP1253491A2 (en) * | 2001-04-24 | 2002-10-30 | Bayer Aktiengesellschaft | Hybrid model and method for determining the mechanical properties and processing properties of an injection moulded article |
EP1253491A3 (en) * | 2001-04-24 | 2003-07-09 | Bayer Aktiengesellschaft | Hybrid model and method for determining the mechanical properties and processing properties of an injection moulded article |
US6839608B2 (en) | 2001-04-24 | 2005-01-04 | Bayer Aktiengesellschaft | Hybrid model and method for determining mechanical properties and processing properties of an injection-molded part |
US7035877B2 (en) | 2001-12-28 | 2006-04-25 | Kimberly-Clark Worldwide, Inc. | Quality management and intelligent manufacturing with labels and smart tags in event-based product manufacturing |
US7380213B2 (en) | 2001-12-28 | 2008-05-27 | Kimberly-Clark Worldwide, Inc. | User interface for reporting event-based production information in product manufacturing |
US7032816B2 (en) | 2001-12-28 | 2006-04-25 | Kimberly-Clark Worldwide, Inc. | Communication between machines and feed-forward control in event-based product manufacturing |
US7092777B2 (en) | 2001-12-28 | 2006-08-15 | Kimberly-Clark Worldwide, Inc. | Intelligent agent system and method for evaluating data integrity in process information databases |
US6968250B2 (en) | 2001-12-28 | 2005-11-22 | Kimberly-Clark Worldwide, Inc. | Intelligent agent system and method for evaluating data integrity in process information databases |
US8799113B2 (en) | 2001-12-28 | 2014-08-05 | Binforma Group Limited Liability Company | Quality management by validating a bill of materials in event-based product manufacturing |
US7401728B2 (en) | 2001-12-28 | 2008-07-22 | Kimberly-Clark Worldwide, Inc. | Feed-forward control in event-based manufacturing systems |
US7882438B2 (en) | 2001-12-28 | 2011-02-01 | Binforma Group Limited Liability Company | Quality management and intelligent manufacturing with labels and smart tags in event-based product manufacturing |
US7357298B2 (en) | 2001-12-28 | 2008-04-15 | Kimberly-Clark Worldwide, Inc. | Integrating event-based production information with financial and purchasing systems in product manufacturing |
EP1497783A4 (en) * | 2002-01-15 | 2005-08-03 | Suvajit Das | Computer-implemented system and method for measuring and improving manufacturing processes and maximizing product research and development speed and efficiency |
EP1497783A2 (en) * | 2002-01-15 | 2005-01-19 | DAS, Suvajit | COMPUTER−IMPLEMENTED SYSTEM AND METHOD FOR MEASURING AND IMPROVING MANUFACTURING PROCESSES AND MAXIMIZING PRODUCT RESEARCH AND DEVELOPMENT SPEED AND EFFICIENCY |
US7401244B2 (en) | 2003-04-30 | 2008-07-15 | International Business Machines Corporation | Adaptive throttling system for computing systems |
US7137019B2 (en) | 2003-04-30 | 2006-11-14 | International Business Machines Corporation | Adaptive throttling system for data processing systems |
US8181050B2 (en) | 2003-04-30 | 2012-05-15 | International Business Machines Corporation | Adaptive throttling for data processing systems |
US7233910B2 (en) * | 2003-08-07 | 2007-06-19 | Hsb Solomon Associates, Llc | System and method for determining equivalency factors for use in comparative performance analysis of industrial facilities |
US9166870B2 (en) | 2004-12-13 | 2015-10-20 | Schneider Electric It Corporation | Remote monitoring system |
US8145748B2 (en) | 2004-12-13 | 2012-03-27 | American Power Conversion Corporation | Remote monitoring system |
GB2449518B (en) * | 2007-03-08 | 2011-08-03 | American Power Conv Corp | Remote monitoring system |
GB2449518A (en) * | 2007-03-08 | 2008-11-26 | American Power Conv Corp | Remote monitoring device |
GB2463794A (en) * | 2008-09-27 | 2010-03-31 | I2 Technologies Us Inc | Demand driven lean production control system. |
US8965539B2 (en) | 2008-09-27 | 2015-02-24 | Jda Software Group, Inc. | System and method for a demand driven lean production control system |
US8989879B2 (en) | 2008-09-27 | 2015-03-24 | Jda Software Group, Inc. | System and method for a demand driven lean production control system |
US10509870B2 (en) | 2012-01-24 | 2019-12-17 | Emerson Process Management Power & Water Solutions, Inc. | Method and apparatus for deploying industrial plant simulators using cloud computing technologies |
US9529348B2 (en) * | 2012-01-24 | 2016-12-27 | Emerson Process Management Power & Water Solutions, Inc. | Method and apparatus for deploying industrial plant simulators using cloud computing technologies |
US20130191106A1 (en) * | 2012-01-24 | 2013-07-25 | Emerson Process Management Power & Water Solutions, Inc. | Method and apparatus for deploying industrial plant simulators using cloud computing technologies |
US10643167B2 (en) | 2016-07-28 | 2020-05-05 | Honeywell International Inc. | MPC with unconstrained dependent variables for KPI performance analysis |
WO2018022298A1 (en) * | 2016-07-28 | 2018-02-01 | Honeywell International Inc. | Mpc with unconstrained dependent variables for kpi performance analysis |
US10678194B2 (en) | 2017-06-12 | 2020-06-09 | Honeywell International Inc. | Apparatus and method for estimating impacts of operational problems in advanced control operations for industrial control systems |
US10678195B2 (en) | 2017-06-12 | 2020-06-09 | Honeywell International Inc. | Apparatus and method for identifying, visualizing, and triggering workflows from auto-suggested actions to reclaim lost benefits of model-based industrial process controllers |
US10761496B2 (en) | 2017-06-12 | 2020-09-01 | Honeywell International Inc. | Apparatus and method for identifying impacts and causes of variability or control giveaway on model-based controller performance |
US11507036B2 (en) | 2017-06-12 | 2022-11-22 | Honeywell International Inc. | Apparatus and method for estimating impacts of operational problems in advanced control operations for industrial control systems |
US11599072B2 (en) | 2017-06-12 | 2023-03-07 | Honeywell International Inc. | Apparatus and method for identifying, visualizing, and triggering workflows from auto-suggested actions to reclaim lost benefits of model-based industrial process controllers |
US11853032B2 (en) | 2019-05-09 | 2023-12-26 | Aspentech Corporation | Combining machine learning with domain knowledge and first principles for modeling in the process industries |
US11782401B2 (en) | 2019-08-02 | 2023-10-10 | Aspentech Corporation | Apparatus and methods to build deep learning controller using non-invasive closed loop exploration |
US11754998B2 (en) | 2019-10-18 | 2023-09-12 | Aspentech Corporation | System and methods for automated model development from plant historical data for advanced process control |
WO2022098929A1 (en) * | 2020-11-06 | 2022-05-12 | Energy Internet Corporation | Control and configuration of software-defined machines |
US11630446B2 (en) | 2021-02-16 | 2023-04-18 | Aspentech Corporation | Reluctant first principles models |
Also Published As
Publication number | Publication date |
---|---|
JP2002526852A (en) | 2002-08-20 |
AU6294999A (en) | 2000-04-26 |
EP1042706A1 (en) | 2000-10-11 |
WO2000020939A9 (en) | 2000-08-24 |
CA2313134A1 (en) | 2000-04-13 |
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