WO1997042553A1 - Method and apparatus for modeling dynamic and steady-state processes for prediction, control and optimization - Google Patents
Method and apparatus for modeling dynamic and steady-state processes for prediction, control and optimization Download PDFInfo
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- WO1997042553A1 WO1997042553A1 PCT/US1997/008473 US9708473W WO9742553A1 WO 1997042553 A1 WO1997042553 A1 WO 1997042553A1 US 9708473 W US9708473 W US 9708473W WO 9742553 A1 WO9742553 A1 WO 9742553A1
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- 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
- G05B17/00—Systems involving the use of models or simulators of said systems
- G05B17/02—Systems involving the use of models or simulators of said systems electric
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- 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
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
- G05B13/048—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators using a predictor
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Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AU31321/97A AU733463B2 (en) | 1996-05-06 | 1997-05-05 | Method and apparatus for modeling dynamic and steady-state processes for prediction, control and optimization |
CA002254733A CA2254733C (en) | 1996-05-06 | 1997-05-05 | Method and apparatus for dynamic and steady-state modeling over a desired path between two end points |
DE69717987T DE69717987T2 (en) | 1996-05-06 | 1997-05-05 | METHOD AND DEVICE FOR SIMULATING DYNAMIC AND STATIONARY PREDICTION, REGULATION AND OPTIMIZATION METHODS |
EP97926598A EP0897560B1 (en) | 1996-05-06 | 1997-05-05 | Method and apparatus for modeling dynamic and steady-state processes for prediction, control and optimization |
JP09540275A JP2000510265A (en) | 1996-05-06 | 1997-05-05 | Method and apparatus for modeling dynamic and steady state processes for prediction, control and optimization |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US08/643,464 US5933345A (en) | 1996-05-06 | 1996-05-06 | Method and apparatus for dynamic and steady state modeling over a desired path between two end points |
US08/643,464 | 1996-05-06 |
Publications (1)
Publication Number | Publication Date |
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WO1997042553A1 true WO1997042553A1 (en) | 1997-11-13 |
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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PCT/US1997/008473 WO1997042553A1 (en) | 1996-05-06 | 1997-05-05 | Method and apparatus for modeling dynamic and steady-state processes for prediction, control and optimization |
Country Status (9)
Country | Link |
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US (4) | US5933345A (en) |
EP (1) | EP0897560B1 (en) |
JP (1) | JP2000510265A (en) |
KR (1) | KR20000010791A (en) |
AR (1) | AR008043A1 (en) |
AU (1) | AU733463B2 (en) |
CA (1) | CA2254733C (en) |
DE (1) | DE69717987T2 (en) |
WO (1) | WO1997042553A1 (en) |
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---|---|---|---|---|
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US6385564B1 (en) | 1998-11-13 | 2002-05-07 | Mts Systems Corporation | Measuring system repeatable bandwidth for simulation testing |
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US7058617B1 (en) | 1996-05-06 | 2006-06-06 | Pavilion Technologies, Inc. | Method and apparatus for training a system model with gain constraints |
US7062357B2 (en) | 2000-09-21 | 2006-06-13 | Mts Systems Corporation | Multiple region convolver with tapering |
US7496414B2 (en) | 2006-09-13 | 2009-02-24 | Rockwell Automation Technologies, Inc. | Dynamic controller utilizing a hybrid model |
US7668622B2 (en) | 2004-03-30 | 2010-02-23 | Honeywell International Inc. | Efficient blending based on blending component availablity for a partial blend duration |
EP2884358A1 (en) * | 2013-12-10 | 2015-06-17 | Yokogawa Electric Corporation | Plant control system, controller, manager, and plant information processing method |
DE10048360B4 (en) * | 1999-10-04 | 2016-09-15 | Fisher-Rosemount Systems, Inc. | Integrated, advanced control blocks in process control systems |
CN108536016A (en) * | 2018-04-19 | 2018-09-14 | 北京联合大学 | A kind of network control method based on fuzzy inverse model |
RU2681701C2 (en) * | 2017-05-02 | 2019-03-12 | Акционерное общество "РОТЕК" (АО "РОТЕК") | Method of predicting a state of a technical system based on difference functions |
WO2019132035A1 (en) * | 2017-12-28 | 2019-07-04 | Yokogawa Electric Corporation | Apparatus, simulation system, method and program |
Families Citing this family (167)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020046143A1 (en) * | 1995-10-03 | 2002-04-18 | Eder Jeffrey Scott | Method of and system for evaluating cash flow and elements of a business enterprise |
US7610108B2 (en) * | 1996-05-06 | 2009-10-27 | Rockwell Automation Technologies, Inc. | Method and apparatus for attenuating error in dynamic and steady-state processes for prediction, control, and optimization |
US6438430B1 (en) | 1996-05-06 | 2002-08-20 | Pavilion Technologies, Inc. | Kiln thermal and combustion control |
US7149590B2 (en) | 1996-05-06 | 2006-12-12 | Pavilion Technologies, Inc. | Kiln control and upset recovery using a model predictive control in series with forward chaining |
US5933345A (en) * | 1996-05-06 | 1999-08-03 | Pavilion Technologies, Inc. | Method and apparatus for dynamic and steady state modeling over a desired path between two end points |
US6493596B1 (en) * | 1996-05-06 | 2002-12-10 | Pavilion Technologies, Inc. | Method and apparatus for controlling a non-linear mill |
US7418301B2 (en) * | 1996-05-06 | 2008-08-26 | Pavilion Technologies, Inc. | Method and apparatus for approximating gains in dynamic and steady-state processes for prediction, control, and optimization |
US8311673B2 (en) * | 1996-05-06 | 2012-11-13 | Rockwell Automation Technologies, Inc. | Method and apparatus for minimizing error in dynamic and steady-state processes for prediction, control, and optimization |
DE19641431A1 (en) * | 1996-10-08 | 1998-04-16 | Siemens Ag | Method and device for identifying or predicting process parameters of an industrial time-variant process |
US10839321B2 (en) * | 1997-01-06 | 2020-11-17 | Jeffrey Eder | Automated data storage system |
US20080004922A1 (en) * | 1997-01-06 | 2008-01-03 | Jeff Scott Eder | Detailed method of and system for modeling and analyzing business improvement programs |
US20010034686A1 (en) * | 1997-12-10 | 2001-10-25 | Eder Jeff Scott | Method of and system for defining and measuring the real options of a commercial enterprise |
US6151532A (en) | 1998-03-03 | 2000-11-21 | Lam Research Corporation | Method and apparatus for predicting plasma-process surface profiles |
US6725208B1 (en) | 1998-10-06 | 2004-04-20 | Pavilion Technologies, Inc. | Bayesian neural networks for optimization and control |
US6430507B1 (en) * | 1999-04-02 | 2002-08-06 | Conoco Inc. | Method for integrating gravity and magnetic inversion with geopressure prediction for oil, gas and mineral exploration and production |
US20040215495A1 (en) * | 1999-04-16 | 2004-10-28 | Eder Jeff Scott | Method of and system for defining and measuring the elements of value and real options of a commercial enterprise |
EP1052558B1 (en) * | 1999-05-14 | 2002-08-07 | Abb Research Ltd. | Method and device for estimation of condition |
EP1362307A2 (en) * | 1999-09-03 | 2003-11-19 | Quantis Formulation Inc. | Method of optimizing parameter values in a process of producing a product |
US6862562B1 (en) | 1999-10-05 | 2005-03-01 | Aspen Technology, Inc. | Computer method and apparatus for determining state of physical properties in a chemical process |
EP1234219A1 (en) * | 1999-10-05 | 2002-08-28 | Aspen Technology, Inc. | Computer method and apparatus for determining state of physical properties in a chemical process |
US6611735B1 (en) | 1999-11-17 | 2003-08-26 | Ethyl Corporation | Method of predicting and optimizing production |
US6654649B2 (en) | 1999-12-22 | 2003-11-25 | Aspen Technology, Inc. | Computer method and apparatus for optimized controller in a non-linear process |
WO2001061573A2 (en) * | 2000-02-16 | 2001-08-23 | Siemens Aktiengesellschaft | Method and device for calculating a model of a technical system |
US6801881B1 (en) * | 2000-03-16 | 2004-10-05 | Tokyo Electron Limited | Method for utilizing waveform relaxation in computer-based simulation models |
EP1295185B9 (en) * | 2000-06-29 | 2005-01-05 | Aspen Technology, Inc. | Computer method and apparatus for constraining a non-linear approximator of an empirical process |
US7209793B2 (en) * | 2000-07-12 | 2007-04-24 | Aspen Technology, Inc. | Automated closed loop step testing of process units |
US20020019722A1 (en) * | 2000-07-19 | 2002-02-14 | Wim Hupkes | On-line calibration process |
US20040236673A1 (en) * | 2000-10-17 | 2004-11-25 | Eder Jeff Scott | Collaborative risk transfer system |
US20090018891A1 (en) * | 2003-12-30 | 2009-01-15 | Jeff Scott Eder | Market value matrix |
DE10059567A1 (en) * | 2000-11-30 | 2002-06-13 | Siemens Ag | Method and device for calculating process variables of an industrial process |
JP2002251597A (en) * | 2001-02-23 | 2002-09-06 | Yamaha Motor Co Ltd | Optimal solution searching device, controlled object controlling device based on optimization algorithm, and optimal solution searching program |
KR100812491B1 (en) * | 2001-03-02 | 2008-03-11 | 포위텍 인텔리전트 테크놀로지스 게엠베하 | Method for regulating a thermodynamic process |
US6631647B2 (en) * | 2001-04-26 | 2003-10-14 | Joseph B. Seale | System and method for quantifying material properties |
US6725121B1 (en) * | 2001-05-24 | 2004-04-20 | Advanced Micro Devices, Inc. | Method and apparatus for using a dynamic control model to compensate for a process interrupt |
ATE377209T1 (en) * | 2001-05-25 | 2007-11-15 | Parametric Optimization Soluti | IMPROVED PROCESS CONTROL |
US20030046130A1 (en) * | 2001-08-24 | 2003-03-06 | Golightly Robert S. | System and method for real-time enterprise optimization |
WO2003026791A1 (en) | 2001-09-26 | 2003-04-03 | Bp Corporation North America Inc. | Integrated chemical process control |
US20040215522A1 (en) * | 2001-12-26 | 2004-10-28 | Eder Jeff Scott | Process optimization system |
US20080027769A1 (en) * | 2002-09-09 | 2008-01-31 | Jeff Scott Eder | Knowledge based performance management system |
US20110040631A1 (en) * | 2005-07-09 | 2011-02-17 | Jeffrey Scott Eder | Personalized commerce system |
US20080256069A1 (en) * | 2002-09-09 | 2008-10-16 | Jeffrey Scott Eder | Complete Context(tm) Query System |
US7730063B2 (en) * | 2002-12-10 | 2010-06-01 | Asset Trust, Inc. | Personalized medicine service |
US7110924B2 (en) * | 2002-05-15 | 2006-09-19 | Caterpillar Inc. | Method for controlling the performance of a target system |
SE522691C3 (en) * | 2002-06-12 | 2004-04-07 | Abb Ab | Dynamic on-line optimization of production processes |
US7516096B1 (en) * | 2002-06-21 | 2009-04-07 | Taiwan Semiconductor Manufacturing Company, Ltd. | Fabrication facility major excursion event cost forecast model |
US7050863B2 (en) * | 2002-09-11 | 2006-05-23 | Fisher-Rosemount Systems, Inc. | Integrated model predictive control and optimization within a process control system |
US7376472B2 (en) | 2002-09-11 | 2008-05-20 | Fisher-Rosemount Systems, Inc. | Integrated model predictive control and optimization within a process control system |
CN1708352A (en) * | 2002-10-28 | 2005-12-14 | Bp北美公司 | Process and method for chemical manufacturing using transformation of on-line instrumentation data |
US7319040B2 (en) * | 2002-10-28 | 2008-01-15 | Ineos Usa Llc | Process control using on-line instrumentation and process models |
DE60334494D1 (en) * | 2002-12-09 | 2010-11-18 | Rockwell Automation Inc | SYSTEM AND METHOD FOR ADAPTIVELY CONTROLLING PROCESSES WITH CHANGING DYNAMICS |
CN100514230C (en) * | 2002-12-09 | 2009-07-15 | 搭篷技术公司 | A system and method of adaptive control of processes with varying dynamics |
US7194318B2 (en) * | 2003-01-31 | 2007-03-20 | Fakhruddin T Attarwala | Integrated optimization and control using modular model predictive controller |
JP2004280283A (en) * | 2003-03-13 | 2004-10-07 | Hitachi Ltd | Distributed file system, distributed file system server, and access method to distributed file system |
US7272454B2 (en) * | 2003-06-05 | 2007-09-18 | Fisher-Rosemount Systems, Inc. | Multiple-input/multiple-output control blocks with non-linear predictive capabilities |
JP2005141328A (en) * | 2003-11-04 | 2005-06-02 | Toshiba Corp | Prediction robot device, method for controlling prediction robot and prediction robot system |
US6964238B2 (en) * | 2003-12-31 | 2005-11-15 | Kimberly-Clark Worldwide, Inc. | Process for making a garment having hanging legs |
US20050193377A1 (en) * | 2004-01-29 | 2005-09-01 | Kenji Seto | Method and apparatus for translation of process models to facilitate usage by plural simulation applications |
US6991144B2 (en) * | 2004-02-04 | 2006-01-31 | The Procter & Gamble Company | Method of controlling tension in a moving web material |
US6993964B2 (en) * | 2004-02-04 | 2006-02-07 | The Procter & Gamble Company | Method of determining a modulus of elasticity of a moving web material |
DE102004011236A1 (en) * | 2004-03-04 | 2005-09-29 | Bayerische Motoren Werke Ag | Process control system |
TWI231481B (en) * | 2004-03-11 | 2005-04-21 | Quanta Comp Inc | Electronic apparatus |
DE102004025574B4 (en) * | 2004-05-25 | 2013-02-28 | Abb Research Ltd. | Method for error detection in an industrial process |
US20090043637A1 (en) * | 2004-06-01 | 2009-02-12 | Eder Jeffrey Scott | Extended value and risk management system |
US7344105B2 (en) * | 2004-06-03 | 2008-03-18 | The Procter & Gamble Company | Method of controlling the winding of a roll of web material |
US7522963B2 (en) * | 2004-08-27 | 2009-04-21 | Alstom Technology Ltd | Optimized air pollution control |
US7634417B2 (en) | 2004-08-27 | 2009-12-15 | Alstom Technology Ltd. | Cost based control of air pollution control |
US7536232B2 (en) | 2004-08-27 | 2009-05-19 | Alstom Technology Ltd | Model predictive control of air pollution control processes |
US20060047607A1 (en) * | 2004-08-27 | 2006-03-02 | Boyden Scott A | Maximizing profit and minimizing losses in controlling air pollution |
US7113835B2 (en) * | 2004-08-27 | 2006-09-26 | Alstom Technology Ltd. | Control of rolling or moving average values of air pollution control emissions to a desired value |
US7323036B2 (en) * | 2004-08-27 | 2008-01-29 | Alstom Technology Ltd | Maximizing regulatory credits in controlling air pollution |
US7117046B2 (en) * | 2004-08-27 | 2006-10-03 | Alstom Technology Ltd. | Cascaded control of an average value of a process parameter to a desired value |
JP4282572B2 (en) * | 2004-08-30 | 2009-06-24 | 本田技研工業株式会社 | Control device for controlling the plant |
US7502715B1 (en) * | 2004-09-21 | 2009-03-10 | Asml Netherlands B.V | Observability in metrology measurements |
US7346402B1 (en) * | 2004-10-22 | 2008-03-18 | Expertcontrol, Llc | Technique for an integrated and automated model generation and controller tuning process |
US7123971B2 (en) * | 2004-11-05 | 2006-10-17 | Pegasus Technologies, Inc. | Non-linear model with disturbance rejection |
US7584024B2 (en) * | 2005-02-08 | 2009-09-01 | Pegasus Technologies, Inc. | Method and apparatus for optimizing operation of a power generating plant using artificial intelligence techniques |
US7421348B2 (en) * | 2005-03-18 | 2008-09-02 | Swanson Brian G | Predictive emissions monitoring method |
US8768664B2 (en) * | 2005-03-18 | 2014-07-01 | CMC Solutions, LLC. | Predictive emissions monitoring using a statistical hybrid model |
US8713025B2 (en) | 2005-03-31 | 2014-04-29 | Square Halt Solutions, Limited Liability Company | Complete context search system |
GB0509898D0 (en) * | 2005-05-14 | 2005-06-22 | Rolls Royce Plc | Analysis method |
DE102005024915B4 (en) * | 2005-05-31 | 2016-09-15 | Advanced Micro Devices, Inc. | Method and system for advanced process control with plant-dependent machine constants |
US20070055392A1 (en) * | 2005-09-06 | 2007-03-08 | D Amato Fernando J | Method and system for model predictive control of a power plant |
US7451004B2 (en) * | 2005-09-30 | 2008-11-11 | Fisher-Rosemount Systems, Inc. | On-line adaptive model predictive control in a process control system |
US7444191B2 (en) | 2005-10-04 | 2008-10-28 | Fisher-Rosemount Systems, Inc. | Process model identification in a process control system |
US8036760B2 (en) * | 2005-10-04 | 2011-10-11 | Fisher-Rosemount Systems, Inc. | Method and apparatus for intelligent control and monitoring in a process control system |
US7738975B2 (en) | 2005-10-04 | 2010-06-15 | Fisher-Rosemount Systems, Inc. | Analytical server integrated in a process control network |
GB2446343B (en) | 2005-12-05 | 2011-06-08 | Fisher Rosemount Systems Inc | Multi-objective predictive process optimization with concurrent process simulation |
US8644961B2 (en) | 2005-12-12 | 2014-02-04 | Neuco Inc. | Model based control and estimation of mercury emissions |
US7599750B2 (en) * | 2005-12-21 | 2009-10-06 | Pegasus Technologies, Inc. | Model based sequential optimization of a single or multiple power generating units |
US8498915B2 (en) * | 2006-04-02 | 2013-07-30 | Asset Reliance, Inc. | Data processing framework for financial services |
US7756591B2 (en) * | 2006-04-25 | 2010-07-13 | Pegasus Technologies, Inc. | System for optimizing oxygen in a boiler |
EP2057512B1 (en) * | 2006-08-24 | 2013-09-18 | ExxonMobil Research and Engineering Company | Method for model gain matrix modification |
US7949417B2 (en) * | 2006-09-22 | 2011-05-24 | Exxonmobil Research And Engineering Company | Model predictive controller solution analysis process |
US8014880B2 (en) * | 2006-09-29 | 2011-09-06 | Fisher-Rosemount Systems, Inc. | On-line multivariate analysis in a distributed process control system |
US7844352B2 (en) * | 2006-10-20 | 2010-11-30 | Lehigh University | Iterative matrix processor based implementation of real-time model predictive control |
US7826909B2 (en) * | 2006-12-11 | 2010-11-02 | Fakhruddin T Attarwala | Dynamic model predictive control |
GB0711256D0 (en) * | 2007-06-12 | 2007-07-18 | Rolls Royce Plc | Engine health monitoring |
US8032235B2 (en) | 2007-06-28 | 2011-10-04 | Rockwell Automation Technologies, Inc. | Model predictive control system and method for reduction of steady state error |
KR100926564B1 (en) | 2007-08-21 | 2009-11-12 | 한국전자통신연구원 | Apparatus and method for determining the position |
US7891276B2 (en) | 2007-08-31 | 2011-02-22 | Kimbelry-Clark Worldwide, Inc. | System and method for controlling the length of a discrete segment of a continuous web of elastic material |
US8340824B2 (en) | 2007-10-05 | 2012-12-25 | Neuco, Inc. | Sootblowing optimization for improved boiler performance |
US8712929B1 (en) | 2007-11-30 | 2014-04-29 | Intellectual Assets Llc | Dynamic data filtering system and method |
US8700550B1 (en) | 2007-11-30 | 2014-04-15 | Intellectual Assets Llc | Adaptive model training system and method |
GB2490267B (en) * | 2008-01-31 | 2013-01-16 | Fisher Rosemount Systems Inc | Robust adaptive model predictive controller with tuning to compensate for model mismatch |
US8332057B2 (en) * | 2008-03-20 | 2012-12-11 | University Of New Brunswick | Method of multi-dimensional nonlinear control |
US20100170244A1 (en) * | 2008-09-03 | 2010-07-08 | Brooks Martin T | Robust multiple input multiple output control in a high variability system |
NL2003497A (en) * | 2008-09-23 | 2010-03-24 | Asml Netherlands Bv | Lithographic system, lithographic method and device manufacturing method. |
US8271104B2 (en) * | 2009-04-22 | 2012-09-18 | Terndrup Consult & Associates Bv | Method and system for dynamic optimisation of industrial processes |
US8195339B2 (en) * | 2009-09-24 | 2012-06-05 | General Electric Company | System and method for scheduling startup of a combined cycle power generation system |
US8346711B2 (en) * | 2009-11-24 | 2013-01-01 | King Fahd University Of Petroleum And Minerals | Method for identifying multi-input multi-output Hammerstein models |
US8346693B2 (en) * | 2009-11-24 | 2013-01-01 | King Fahd University Of Petroleum And Minerals | Method for hammerstein modeling of steam generator plant |
US8346712B2 (en) * | 2009-11-24 | 2013-01-01 | King Fahd University Of Petroleum And Minerals | Method for identifying hammerstein models |
AU2015201580B2 (en) * | 2009-12-02 | 2016-06-09 | Shell Internationale Research Maatschappij B.V. | Economics-based coordination of advanced process control and real-time optimization |
JP5732066B2 (en) | 2009-12-02 | 2015-06-10 | シエル・インターナシヨネイル・リサーチ・マーチヤツピイ・ベー・ウイShell Internationale Research Maatschappij Beslotenvennootshap | Methods, systems, and articles of manufacture for coordinating advanced process control with real-time optimization of processes |
US8757535B2 (en) | 2010-10-25 | 2014-06-24 | The Procter & Gamble Company | Method for reducing web feed rate variations induced by parent roll geometry variations |
US9434573B2 (en) | 2010-10-25 | 2016-09-06 | The Procter & Gamble Company | Alternative method for reducing web feed rate variations induced by parent roll geometry variations |
US8733685B2 (en) | 2010-10-25 | 2014-05-27 | The Procter & Gamble Company | Apparatus for reducing web feed rate variations induced by parent roll geometry variations |
US8740130B2 (en) | 2010-10-25 | 2014-06-03 | The Procter & Gamble Company | Alternative method for reducing web feed rate variations induced by parent roll geometry variations |
US8733686B2 (en) | 2010-10-25 | 2014-05-27 | The Procter & Gamble Company | Alternative apparatus for reducing web feed rate variations induced by parent roll geometry variations |
US8733687B2 (en) | 2010-10-25 | 2014-05-27 | The Procter & Gamble Company | Alternative apparatus for reducing web feed rate variations induced by parent roll geometry variations |
US9434572B2 (en) | 2010-10-25 | 2016-09-06 | The Procter & Gamble Company | Alternative method for reducing web feed rate variations induced by parent roll geometry variations |
US8626791B1 (en) * | 2011-06-14 | 2014-01-07 | Google Inc. | Predictive model caching |
US9008807B2 (en) * | 2012-05-25 | 2015-04-14 | Statistics & Control, Inc. | Method of large scale process optimization and optimal planning based on real time dynamic simulation |
US9207653B2 (en) * | 2012-09-14 | 2015-12-08 | Horiba Instruments Incorporated | Control system auto-tuning |
CN103809437B (en) * | 2012-11-13 | 2016-06-29 | 中山大洋电机股份有限公司 | A kind of constant air capacity control of motor |
US9863345B2 (en) | 2012-11-27 | 2018-01-09 | GM Global Technology Operations LLC | System and method for adjusting weighting values assigned to errors in target actuator values of an engine when controlling the engine using model predictive control |
US9714616B2 (en) * | 2014-03-26 | 2017-07-25 | GM Global Technology Operations LLC | Non-model predictive control to model predictive control transitions |
US9797318B2 (en) | 2013-08-02 | 2017-10-24 | GM Global Technology Operations LLC | Calibration systems and methods for model predictive controllers |
US9784198B2 (en) | 2015-02-12 | 2017-10-10 | GM Global Technology Operations LLC | Model predictive control systems and methods for increasing computational efficiency |
US9920697B2 (en) | 2014-03-26 | 2018-03-20 | GM Global Technology Operations LLC | Engine control systems and methods for future torque request increases |
US8990739B2 (en) * | 2012-12-04 | 2015-03-24 | The Mathworks, Inc. | Model-based retiming with functional equivalence constraints |
US9779195B2 (en) | 2012-12-04 | 2017-10-03 | The Mathworks, Inc. | Model-based retiming with functional equivalence constraints |
US20140224767A1 (en) * | 2013-02-13 | 2014-08-14 | Walter R. Merry | Automated algorithm for tuning of feedforward control parameters in plasma processing system |
US9436179B1 (en) | 2013-03-13 | 2016-09-06 | Johnson Controls Technology Company | Systems and methods for energy cost optimization in a building system |
US9235657B1 (en) | 2013-03-13 | 2016-01-12 | Johnson Controls Technology Company | System identification and model development |
US10418833B2 (en) | 2015-10-08 | 2019-09-17 | Con Edison Battery Storage, Llc | Electrical energy storage system with cascaded frequency response optimization |
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Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0280948A1 (en) * | 1987-02-25 | 1988-09-07 | Siemens Aktiengesellschaft | Electronic monitoring device for a torque generator coupled to a load-constituting machine, and process for determining the torque and for testing the torque generator |
US4868754A (en) * | 1986-04-02 | 1989-09-19 | Hitachi, Ltd. | Method of starting thermal power plant |
JPH034993A (en) * | 1989-05-31 | 1991-01-10 | Meidensha Corp | Model prediction and control of activated sludge processing |
WO1993015448A1 (en) * | 1992-01-31 | 1993-08-05 | Honeywell Inc. | Neuro-pid controller |
US5251285A (en) * | 1988-03-25 | 1993-10-05 | Hitachi, Ltd. | Method and system for process control with complex inference mechanism using qualitative and quantitative reasoning |
WO1996012990A1 (en) * | 1994-10-24 | 1996-05-02 | Olin Corporation | Model predictive control apparatus and method |
Family Cites Families (30)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB1583545A (en) * | 1976-08-04 | 1981-01-28 | Martin Sanchez J | Control systems |
US4228509A (en) * | 1977-04-07 | 1980-10-14 | Kennedy James P | Multivariable control system for regulating process conditions and process optimizing |
US4230534A (en) * | 1979-03-23 | 1980-10-28 | Phillips Petroleum Company | Control of a fractional distillation column |
US4368509A (en) * | 1979-08-24 | 1983-01-11 | Li Chou H | Self-optimizing machine and method |
US4349869A (en) * | 1979-10-01 | 1982-09-14 | Shell Oil Company | Dynamic matrix control method |
US4639853A (en) * | 1983-06-03 | 1987-01-27 | Omron Tateisi Electronics Co. | Time-discrete adaptive switching on-off controller |
US4628462A (en) * | 1984-09-11 | 1986-12-09 | Westinghouse Electric Corp. | Multiplane optimization method and apparatus for cogeneration of steam and power |
US4674029A (en) * | 1984-12-03 | 1987-06-16 | General Dynamics, Pomona Division | Open-loop control system and method utilizing control function based on equivalent closed-loop linear control system |
US4663703A (en) * | 1985-10-02 | 1987-05-05 | Westinghouse Electric Corp. | Predictive model reference adaptive controller |
US4736316A (en) * | 1986-08-06 | 1988-04-05 | Chevron Research Company | Minimum time, optimizing and stabilizing multivariable control method and system using a constraint associated control code |
US4769766A (en) * | 1986-09-11 | 1988-09-06 | Tung Hsien Hsin | Robust model reference controller |
JPS63236103A (en) * | 1987-03-25 | 1988-10-03 | Toshiba Corp | Plant control system |
US5043863A (en) * | 1987-03-30 | 1991-08-27 | The Foxboro Company | Multivariable adaptive feedforward controller |
US4858147A (en) * | 1987-06-15 | 1989-08-15 | Unisys Corporation | Special purpose neurocomputer system for solving optimization problems |
US4965713A (en) * | 1988-08-15 | 1990-10-23 | Viking Pump Inc. | Terminal element |
JP2656637B2 (en) * | 1989-11-22 | 1997-09-24 | 株式会社日立製作所 | Process control system and power plant process control system |
US5111531A (en) * | 1990-01-08 | 1992-05-05 | Automation Technology, Inc. | Process control using neural network |
US5282261A (en) * | 1990-08-03 | 1994-01-25 | E. I. Du Pont De Nemours And Co., Inc. | Neural network process measurement and control |
US5285377A (en) * | 1990-10-30 | 1994-02-08 | Fujitsu Limited | Control apparatus structuring system |
JP2951718B2 (en) * | 1990-11-28 | 1999-09-20 | 東京エレクトロン株式会社 | Zero adjustment device for pressure gauge output |
US5268834A (en) * | 1991-06-24 | 1993-12-07 | Massachusetts Institute Of Technology | Stable adaptive neural network controller |
US5467291A (en) * | 1991-09-09 | 1995-11-14 | Hewlett-Packard Company | Measurement-based system for modeling and simulation of active semiconductor devices over an extended operating frequency range |
US5369345A (en) * | 1992-03-31 | 1994-11-29 | Seagate Technology, Inc. | Method and apparatus for adaptive control |
US5282130A (en) * | 1992-05-20 | 1994-01-25 | Elsag International B.V. | Method and apparatus for obtaining process characteristics in a self-tuning controller |
US5477444A (en) * | 1992-09-14 | 1995-12-19 | Bhat; Naveen V. | Control system using an adaptive neural network for target and path optimization for a multivariable, nonlinear process |
US5568377A (en) * | 1992-10-29 | 1996-10-22 | Johnson Service Company | Fast automatic tuning of a feedback controller |
US5442510A (en) * | 1993-06-23 | 1995-08-15 | The United States Of America As Represented By The Secretary Of The Navy | Control system for tracking nonlinear systems |
US6278899B1 (en) * | 1996-05-06 | 2001-08-21 | Pavilion Technologies, Inc. | Method for on-line optimization of a plant |
US6047221A (en) * | 1997-10-03 | 2000-04-04 | Pavilion Technologies, Inc. | Method for steady-state identification based upon identified dynamics |
US5933345A (en) * | 1996-05-06 | 1999-08-03 | Pavilion Technologies, Inc. | Method and apparatus for dynamic and steady state modeling over a desired path between two end points |
-
1996
- 1996-05-06 US US08/643,464 patent/US5933345A/en not_active Expired - Lifetime
-
1997
- 1997-05-05 JP JP09540275A patent/JP2000510265A/en active Pending
- 1997-05-05 WO PCT/US1997/008473 patent/WO1997042553A1/en active IP Right Grant
- 1997-05-05 KR KR1019980708922A patent/KR20000010791A/en not_active Application Discontinuation
- 1997-05-05 DE DE69717987T patent/DE69717987T2/en not_active Expired - Lifetime
- 1997-05-05 EP EP97926598A patent/EP0897560B1/en not_active Expired - Lifetime
- 1997-05-05 AU AU31321/97A patent/AU733463B2/en not_active Ceased
- 1997-05-05 CA CA002254733A patent/CA2254733C/en not_active Expired - Fee Related
- 1997-05-07 AR ARP970101890A patent/AR008043A1/en unknown
-
1999
- 1999-02-16 US US09/250,432 patent/US6487459B1/en not_active Expired - Lifetime
-
2002
- 2002-11-22 US US10/302,923 patent/US6738677B2/en not_active Expired - Lifetime
-
2004
- 2004-05-17 US US10/847,211 patent/US7050866B2/en not_active Expired - Fee Related
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4868754A (en) * | 1986-04-02 | 1989-09-19 | Hitachi, Ltd. | Method of starting thermal power plant |
EP0280948A1 (en) * | 1987-02-25 | 1988-09-07 | Siemens Aktiengesellschaft | Electronic monitoring device for a torque generator coupled to a load-constituting machine, and process for determining the torque and for testing the torque generator |
US5251285A (en) * | 1988-03-25 | 1993-10-05 | Hitachi, Ltd. | Method and system for process control with complex inference mechanism using qualitative and quantitative reasoning |
JPH034993A (en) * | 1989-05-31 | 1991-01-10 | Meidensha Corp | Model prediction and control of activated sludge processing |
WO1993015448A1 (en) * | 1992-01-31 | 1993-08-05 | Honeywell Inc. | Neuro-pid controller |
WO1996012990A1 (en) * | 1994-10-24 | 1996-05-02 | Olin Corporation | Model predictive control apparatus and method |
Non-Patent Citations (1)
Title |
---|
PATENT ABSTRACTS OF JAPAN vol. 015, no. 112 (C - 0815) 18 March 1991 (1991-03-18) * |
Cited By (24)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7213006B2 (en) | 1996-05-06 | 2007-05-01 | Pavilion Technologies, Inc. | Method and apparatus for training a system model including an integrated sigmoid function |
US7315846B2 (en) | 1996-05-06 | 2008-01-01 | Pavilion Technologies, Inc. | Method and apparatus for optimizing a system model with gain constraints using a non-linear programming optimizer |
US7058617B1 (en) | 1996-05-06 | 2006-06-06 | Pavilion Technologies, Inc. | Method and apparatus for training a system model with gain constraints |
WO1999014642A1 (en) * | 1997-09-12 | 1999-03-25 | Cambridge Consultants Limited | Machine controller calibration process |
EP0926576A2 (en) * | 1997-12-23 | 1999-06-30 | Montell North America Inc. | Non-linear model predictive control method for controlling a gas-phase reactor including a rapid noise filter and method |
EP0926576A3 (en) * | 1997-12-23 | 1999-11-24 | Montell North America Inc. | Non-linear model predictive control method for controlling a gas-phase reactor including a rapid noise filter and method |
US6122557A (en) * | 1997-12-23 | 2000-09-19 | Montell North America Inc. | Non-linear model predictive control method for controlling a gas-phase reactor including a rapid noise filter and method therefor |
US6263355B1 (en) | 1997-12-23 | 2001-07-17 | Montell North America, Inc. | Non-linear model predictive control method for controlling a gas-phase reactor including a rapid noise filter and method therefor |
WO1999038054A1 (en) * | 1998-01-22 | 1999-07-29 | Mts Systems Corporation | Method and apparatus for generating input signals in a physical system |
US7031949B2 (en) | 1998-01-22 | 2006-04-18 | Mts Systems Corporation | Method and apparatus for generating input signals in a physical system |
US6285972B1 (en) | 1998-10-21 | 2001-09-04 | Mts Systems Corporation | Generating a nonlinear model and generating drive signals for simulation testing using the same |
US6385564B1 (en) | 1998-11-13 | 2002-05-07 | Mts Systems Corporation | Measuring system repeatable bandwidth for simulation testing |
DE10048360B4 (en) * | 1999-10-04 | 2016-09-15 | Fisher-Rosemount Systems, Inc. | Integrated, advanced control blocks in process control systems |
US7062357B2 (en) | 2000-09-21 | 2006-06-13 | Mts Systems Corporation | Multiple region convolver with tapering |
US7668622B2 (en) | 2004-03-30 | 2010-02-23 | Honeywell International Inc. | Efficient blending based on blending component availablity for a partial blend duration |
US7496414B2 (en) | 2006-09-13 | 2009-02-24 | Rockwell Automation Technologies, Inc. | Dynamic controller utilizing a hybrid model |
US8036763B2 (en) | 2006-09-13 | 2011-10-11 | Rockwell Automation Technologies, Inc. | Dynamic controller utilizing a hybrid model |
US8577481B2 (en) | 2006-09-13 | 2013-11-05 | Rockwell Automation Technologies, Inc. | System and method for utilizing a hybrid model |
EP2884358A1 (en) * | 2013-12-10 | 2015-06-17 | Yokogawa Electric Corporation | Plant control system, controller, manager, and plant information processing method |
US10419526B2 (en) | 2013-12-10 | 2019-09-17 | Yokogawa Electric Corporation | Plant control system, controller, manager, and plant information processing method |
RU2681701C2 (en) * | 2017-05-02 | 2019-03-12 | Акционерное общество "РОТЕК" (АО "РОТЕК") | Method of predicting a state of a technical system based on difference functions |
WO2019132035A1 (en) * | 2017-12-28 | 2019-07-04 | Yokogawa Electric Corporation | Apparatus, simulation system, method and program |
CN108536016A (en) * | 2018-04-19 | 2018-09-14 | 北京联合大学 | A kind of network control method based on fuzzy inverse model |
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Also Published As
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US20030078684A1 (en) | 2003-04-24 |
DE69717987D1 (en) | 2003-01-30 |
DE69717987T2 (en) | 2003-08-21 |
AU3132197A (en) | 1997-11-26 |
AR008043A1 (en) | 1999-12-09 |
US6738677B2 (en) | 2004-05-18 |
EP0897560B1 (en) | 2002-12-18 |
CA2254733A1 (en) | 1997-11-13 |
AU733463B2 (en) | 2001-05-17 |
EP0897560A1 (en) | 1999-02-24 |
JP2000510265A (en) | 2000-08-08 |
US6487459B1 (en) | 2002-11-26 |
KR20000010791A (en) | 2000-02-25 |
CA2254733C (en) | 2002-02-19 |
US7050866B2 (en) | 2006-05-23 |
US5933345A (en) | 1999-08-03 |
US20050075737A1 (en) | 2005-04-07 |
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