AU2001249618A1 - System and methodology for adaptive, linear model predictive control based on rigorous, nonlinear process model - Google Patents

System and methodology for adaptive, linear model predictive control based on rigorous, nonlinear process model

Info

Publication number
AU2001249618A1
AU2001249618A1 AU2001249618A AU4961801A AU2001249618A1 AU 2001249618 A1 AU2001249618 A1 AU 2001249618A1 AU 2001249618 A AU2001249618 A AU 2001249618A AU 4961801 A AU4961801 A AU 4961801A AU 2001249618 A1 AU2001249618 A1 AU 2001249618A1
Authority
AU
Australia
Prior art keywords
model
methodology
mpc
controller
rigorous
Prior art date
Legal status (The legal status 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 status listed.)
Abandoned
Application number
AU2001249618A
Other languages
English (en)
Inventor
Todd M. Hess
Andreas Kroll
Carl-Fredrik S. M. Lindberg
Per Erik Moden
Mikael Petersson
Kenneth L. Praprost
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
ABB Automation Inc
Original Assignee
ABB Automation 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
Application filed by ABB Automation Inc filed Critical ABB Automation Inc
Publication of AU2001249618A1 publication Critical patent/AU2001249618A1/en
Abandoned legal-status Critical Current

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Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04Adaptive 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
    • G05B13/048Adaptive 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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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Feedback Control In General (AREA)
  • Complex Calculations (AREA)
AU2001249618A 2000-04-06 2001-03-30 System and methodology for adaptive, linear model predictive control based on rigorous, nonlinear process model Abandoned AU2001249618A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US09544390 2000-04-06
US09/544,390 US6826521B1 (en) 2000-04-06 2000-04-06 System and methodology and adaptive, linear model predictive control based on rigorous, nonlinear process model
PCT/US2001/010180 WO2001079945A1 (en) 2000-04-06 2001-03-30 System and methodology for adaptive, linear model predictive control based on rigorous, nonlinear process model

Publications (1)

Publication Number Publication Date
AU2001249618A1 true AU2001249618A1 (en) 2001-10-30

Family

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Family Applications (1)

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AU2001249618A Abandoned AU2001249618A1 (en) 2000-04-06 2001-03-30 System and methodology for adaptive, linear model predictive control based on rigorous, nonlinear process model

Country Status (6)

Country Link
US (1) US6826521B1 (de)
EP (1) EP1311913B1 (de)
AT (1) ATE297030T1 (de)
AU (1) AU2001249618A1 (de)
DE (1) DE60111238T2 (de)
WO (1) WO2001079945A1 (de)

Families Citing this family (102)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10839321B2 (en) * 1997-01-06 2020-11-17 Jeffrey Eder Automated data storage system
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
US6937966B1 (en) * 2000-06-09 2005-08-30 International Business Machines Corporation System and method for on-line adaptive prediction using dynamic management of multiple sub-models
US8280533B2 (en) * 2000-06-20 2012-10-02 Fisher-Rosemount Systems, Inc. Continuously scheduled model parameter based adaptive controller
DE60102242T2 (de) * 2000-06-29 2005-01-27 Aspen Technology, Inc., Cambridge Rechnerverfahren und gerät zur beschränkung einer nicht-linearen gleichungsnäherung eines empirischen prozesses
US20040236673A1 (en) 2000-10-17 2004-11-25 Eder Jeff Scott Collaborative risk transfer system
DE60223253T2 (de) * 2001-05-25 2008-11-27 Parametric Optimization Solutions Ltd. Verbesserte prozesssteuerung
US20030046130A1 (en) * 2001-08-24 2003-03-06 Golightly Robert S. System and method for real-time enterprise optimization
US20080027769A1 (en) 2002-09-09 2008-01-31 Jeff Scott Eder Knowledge based performance management system
SE522691C3 (sv) * 2002-06-12 2004-04-07 Abb Ab Dynamisk on-line-optimering av produktionsprocesser
US7213007B2 (en) * 2002-12-24 2007-05-01 Caterpillar Inc Method for forecasting using a genetic algorithm
WO2004059400A1 (en) * 2002-12-27 2004-07-15 Inea D.O.O. Self-tuning controller for non-linear processes described by set of local linear models
US7197485B2 (en) 2003-07-16 2007-03-27 United Technologies Corporation Square root method for computationally efficient model predictive control
DE10342769A1 (de) * 2003-09-16 2005-04-21 Voith Paper Patent Gmbh System zur computergestützten Messung von Qualitäts- und/oder Prozessdaten
US6964238B2 (en) * 2003-12-31 2005-11-15 Kimberly-Clark Worldwide, Inc. Process for making a garment having hanging legs
JP2007536634A (ja) 2004-05-04 2007-12-13 フィッシャー−ローズマウント・システムズ・インコーポレーテッド プロセス制御システムのためのサービス指向型アーキテクチャ
US7729789B2 (en) 2004-05-04 2010-06-01 Fisher-Rosemount Systems, Inc. Process plant monitoring based on multivariate statistical analysis and on-line process simulation
US20090043637A1 (en) * 2004-06-01 2009-02-12 Eder Jeffrey Scott Extended value and risk management system
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
JP4379336B2 (ja) * 2005-01-07 2009-12-09 トヨタ自動車株式会社 制御システムの評価装置、その評価装置に用いられる検証装置、制御システムの評価方法、及びそれらに用いるコンピュータプログラム
US8713025B2 (en) 2005-03-31 2014-04-29 Square Halt Solutions, Limited Liability Company Complete context search system
FR2887044B1 (fr) * 2005-06-10 2007-08-10 Wuilfert Societe Par Actions S Dispositif de reglage automatique des asservissements d'un simulateur mecanique de mouvements et dispositif associe
US8095227B2 (en) * 2005-06-13 2012-01-10 Carnegie Mellon University Apparatuses, systems, and methods utilizing adaptive control
US7451004B2 (en) * 2005-09-30 2008-11-11 Fisher-Rosemount Systems, Inc. On-line adaptive model predictive control in a process control system
US7877154B2 (en) * 2005-09-30 2011-01-25 Fisher-Rosemount Systems, Inc. Method and system for controlling a batch process
US7650195B2 (en) * 2005-10-27 2010-01-19 Honeywell Asca Inc. Automated tuning of large-scale multivariable model predictive controllers for spatially-distributed processes
US7552376B2 (en) * 2005-10-28 2009-06-23 International Business Machines Corporation Modeling error correction capability with estimation of defect parameters
US8509926B2 (en) 2005-12-05 2013-08-13 Fisher-Rosemount Systems, Inc. Self-diagnostic process control loop for a process plant
SE529454C2 (sv) * 2005-12-30 2007-08-14 Abb Ab Förfarande och anordning för trimning och styrning
US20070225835A1 (en) * 2006-03-23 2007-09-27 Yucai Zhu Computer method and apparatus for adaptive model predictive control
US7454253B2 (en) * 2006-03-30 2008-11-18 Honeywell Asca Inc. Fast performance prediction of multivariable model predictive controller for paper machine cross-directional processes
US8498915B2 (en) 2006-04-02 2013-07-30 Asset Reliance, Inc. Data processing framework for financial services
US7840287B2 (en) * 2006-04-13 2010-11-23 Fisher-Rosemount Systems, Inc. Robust process model identification in model based control techniques
US7496413B2 (en) * 2006-05-03 2009-02-24 Honeywell Asca Inc. Apparatus and method for coordinating controllers to control a paper machine or other machine
US7577483B2 (en) * 2006-05-25 2009-08-18 Honeywell Asca Inc. Automatic tuning method for multivariable model predictive controllers
US7917344B2 (en) * 2006-06-06 2011-03-29 The Boeing Company Enterprise multi-program process development and integration process
DE112007001505A5 (de) * 2006-07-03 2009-05-07 Hubertus Hofkirchner Verfahren und System zur automatisierten Ermittlung von optimierten Prognosen
AT503846B1 (de) * 2006-07-03 2008-07-15 Hofkirchner Hubertus Mag Verahren und system zur automatisierten ermittlung von optimierten prognosen
US20080071395A1 (en) * 2006-08-18 2008-03-20 Honeywell International Inc. Model predictive control with stochastic output limit handling
US8149240B2 (en) * 2007-02-07 2012-04-03 Microsoft Corporation Efficient symbolic differentiation using derivative graph factorization
US20080243289A1 (en) * 2007-03-28 2008-10-02 Honeywell International, Inc. Model maintenance architecture for advanced process control
US7881815B2 (en) * 2007-07-12 2011-02-01 Honeywell International Inc. Method and system for process control
US20090030659A1 (en) * 2007-07-23 2009-01-29 Microsoft Corporation Separable integration via higher-order programming
CN101452260B (zh) * 2007-12-07 2011-01-12 上海宝钢工业检测公司 基于状态空间模型的张紧辊组张力建模方法
US7987145B2 (en) * 2008-03-19 2011-07-26 Honeywell Internationa Target trajectory generator for predictive control of nonlinear systems using extended Kalman filter
EP2269122A4 (de) * 2008-03-20 2012-07-18 Univ New Brunswick Verfahren zur mehrdimensionalen nichtlinearen steuerung
US8036759B2 (en) * 2008-04-30 2011-10-11 Exxonmobil Chemical Patents Inc. Online modular parameterization and successive linear programming for improving manufacturing plant operations
US20090287320A1 (en) * 2008-05-13 2009-11-19 Macgregor John System and Method for the Model Predictive Control of Batch Processes using Latent Variable Dynamic Models
EP2128726B1 (de) * 2008-05-29 2011-07-27 dspace digital signal processing and control engineering GmbH Verfahren und Simulator zur Echtzeitberechnung der Zustandsgrössen eines Prozessmodells
US8046089B2 (en) * 2008-06-20 2011-10-25 Honeywell International Inc. Apparatus and method for model predictive control (MPC) of a nonlinear process
US7855681B2 (en) * 2008-11-19 2010-12-21 Harris Corporation Systems and methods for determining element phase center locations for an array of antenna elements
US20100125347A1 (en) * 2008-11-19 2010-05-20 Harris Corporation Model-based system calibration for control systems
US7970365B2 (en) 2008-11-19 2011-06-28 Harris Corporation Systems and methods for compensating for transmission phasing errors in a communications system using a receive signal
US7969358B2 (en) * 2008-11-19 2011-06-28 Harris Corporation Compensation of beamforming errors in a communications system having widely spaced antenna elements
US8170088B2 (en) * 2008-11-19 2012-05-01 Harris Corporation Methods for determining a reference signal at any location along a transmission media
US20100124263A1 (en) * 2008-11-19 2010-05-20 Harris Corporation Systems for determining a reference signal at any location along a transmission media
US20100123618A1 (en) * 2008-11-19 2010-05-20 Harris Corporation Closed loop phase control between distant points
US8155932B2 (en) * 2009-01-08 2012-04-10 Jonas Berggren Method and apparatus for creating a generalized response model for a sheet forming machine
US8209048B2 (en) * 2009-01-12 2012-06-26 Abb Automation Gmbh Method and apparatus for creating a comprehensive response model for a sheet forming machine
US20100198364A1 (en) * 2009-02-05 2010-08-05 Shih-Chin Chen Configurable Multivariable Control System
US8881039B2 (en) 2009-03-13 2014-11-04 Fisher-Rosemount Systems, Inc. Scaling composite shapes for a graphical human-machine interface
WO2010138452A1 (en) * 2009-05-29 2010-12-02 Aspen Technology, Inc. Apparatus and method for model quality estimation and model adaptation in multivariable process control
US8825183B2 (en) 2010-03-22 2014-09-02 Fisher-Rosemount Systems, Inc. Methods for a data driven interface based on relationships between process control tags
EP2564309A4 (de) 2010-04-30 2017-12-20 Exxonmobil Upstream Research Company Verfahren und system zur simulation eines flusses mit endlichem volumen
DE102010019718A1 (de) * 2010-05-07 2011-11-10 Orcan Energy Gmbh Regelung eines thermischen Kreisprozesses
AT11373U3 (de) * 2010-05-31 2011-08-15 Avl List Gmbh Verfahren zur regelung technischer prozesse, sowie verfahren zur durchführung von versuchen auf prüfständen
WO2012015517A1 (en) 2010-07-29 2012-02-02 Exxonmobil Upstream Research Company Methods and systems for machine-learning based simulation of flow
AU2011283193B2 (en) 2010-07-29 2014-07-17 Exxonmobil Upstream Research Company Methods and systems for machine-learning based simulation of flow
CA2803066A1 (en) 2010-07-29 2012-02-02 Exxonmobil Upstream Research Company Methods and systems for machine-learning based simulation of flow
CA2803068C (en) 2010-07-29 2016-10-11 Exxonmobil Upstream Research Company Method and system for reservoir modeling
US9058446B2 (en) 2010-09-20 2015-06-16 Exxonmobil Upstream Research Company Flexible and adaptive formulations for complex reservoir simulations
US8670945B2 (en) 2010-09-30 2014-03-11 Honeywell International Inc. Apparatus and method for product movement planning to support safety monitoring in inventory management systems
US9170572B2 (en) * 2011-07-06 2015-10-27 Honeywell International Inc. Dynamic model generation for implementing hybrid linear/non-linear controller
US8649884B2 (en) * 2011-07-27 2014-02-11 Honeywell International Inc. Integrated linear/non-linear hybrid process controller
US9489176B2 (en) 2011-09-15 2016-11-08 Exxonmobil Upstream Research Company Optimized matrix and vector operations in instruction limited algorithms that perform EOS calculations
WO2013088184A1 (en) * 2011-12-15 2013-06-20 Abb Research Ltd A method for assessment of benefit of advanced control solutions
US9134713B2 (en) * 2012-05-11 2015-09-15 Siemens Corporation System and method for fault prognostics enhanced MPC framework
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
US9574505B2 (en) 2012-08-29 2017-02-21 Toyota Jidosha Kabushiki Kaisha Plant control device
CA2883169C (en) 2012-09-28 2021-06-15 Exxonmobil Upstream Research Company Fault removal in geological models
US10970183B1 (en) * 2013-08-16 2021-04-06 The Mathworks, Inc. System and method for improving model performance
AU2015298233B2 (en) 2014-07-30 2018-02-22 Exxonmobil Upstream Research Company Method for volumetric grid generation in a domain with heterogeneous material properties
US9765621B2 (en) 2014-10-21 2017-09-19 Toyota Motor Engineering & Manufacturing North America, Inc. Switch gain scheduled explicit model predictive control of diesel engines
CA2963416A1 (en) 2014-10-31 2016-05-06 Exxonmobil Upstream Research Company Handling domain discontinuity in a subsurface grid model with the help of grid optimization techniques
EP3213125A1 (de) 2014-10-31 2017-09-06 Exxonmobil Upstream Research Company Corp-urc-e2. 4A.296 Verfahren zur handhabung von diskontinuität beim aufbau eines entwurfsraums für ein fehlerhaftes unterirdisches modell mit beweglichen kleinsten quadraten
US9983554B2 (en) 2014-11-25 2018-05-29 Mitsubishi Electric Research Laboratories, Inc. Model predictive control with uncertainties
US10281897B2 (en) 2015-06-02 2019-05-07 Mitsubishi Electric Research Laboratories, Inc. Model predictive control with uncertainties
EP3304218B1 (de) * 2015-06-05 2022-09-07 Shell Internationale Research Maatschappij B.V. System und verfahren für hintergrundelementwechsel für modelle bei modellprädiktiven schätzungs- und steuerungsanwendungen
US10528038B2 (en) 2016-01-14 2020-01-07 Rockwell Automation Technologies, Inc. Optimization-based control with open modeling architecture systems and methods
US10177574B2 (en) * 2016-09-28 2019-01-08 Nec Corporation Dynamic frequency control scheme for microgrids using energy storage
EP3324254A1 (de) * 2016-11-17 2018-05-23 Siemens Aktiengesellschaft Einrichtung und verfahren zur bestimmung der parameter einer regeleinrichtung
WO2018118374A1 (en) 2016-12-23 2018-06-28 Exxonmobil Upstream Research Company Method and system for stable and efficient reservoir simulation using stability proxies
US11922314B1 (en) * 2018-11-30 2024-03-05 Ansys, Inc. Systems and methods for building dynamic reduced order physical models
CN109753690A (zh) * 2018-12-10 2019-05-14 西北工业大学 基于计算流体力学的非线性非定常气动力降阶方法
EP3667439A1 (de) * 2018-12-13 2020-06-17 ABB Schweiz AG Vorhersagen für ein verfahren in einer industrieanlage
AT522290B1 (de) * 2019-03-25 2021-01-15 Avl List Gmbh Verfahren und Regelungseinheit zur Regelung eines nichtlinearen technischen Prozesses
CN110135058A (zh) * 2019-05-14 2019-08-16 北京工业大学 基于多模态特征子集选择性集成建模的磨机负荷参数预测方法
CN110275434B (zh) * 2019-05-20 2022-10-25 江苏大学 一种基于条件触发无偏mpc算法的独立悬架结构车辆控制方法
CN112682254B (zh) * 2020-12-21 2022-09-16 北京华能新锐控制技术有限公司 一种基于动态多模型预测控制器的风机有功功率跟踪方法
US11885663B2 (en) * 2020-12-23 2024-01-30 Endress+Hauser Flowtec Ag Flowmeter calibration system and method
EP4231101A1 (de) * 2022-02-21 2023-08-23 Siemens Aktiengesellschaft Steuerung und verfahren zum bereitstellen eines optimierten steuersignals zum steuern eines technischen systems

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3758762A (en) * 1972-07-10 1973-09-11 Leeds & Northrup Co Decoupled feedforward-feedback control system
US5060132A (en) * 1989-06-13 1991-10-22 Elsag International B.V. Method of modeling and control for delignification of pulping
US5488561A (en) 1992-08-19 1996-01-30 Continental Controls, Inc. Multivariable process control method and apparatus
US5740033A (en) 1992-10-13 1998-04-14 The Dow Chemical Company Model predictive controller
US5424942A (en) 1993-08-10 1995-06-13 Orbital Research Inc. Extended horizon adaptive block predictive controller with an efficient prediction system
US5519605A (en) 1994-10-24 1996-05-21 Olin Corporation Model predictive control apparatus and method
US5682309A (en) 1995-04-28 1997-10-28 Exxon Chemical Patents Inc. Feedback method for controlling non-linear processes
US5991525A (en) * 1997-08-22 1999-11-23 Voyan Technology Method for real-time nonlinear system state estimation and control
US6453308B1 (en) * 1997-10-01 2002-09-17 Aspen Technology, Inc. Non-linear dynamic predictive device
US6549858B1 (en) * 1998-02-03 2003-04-15 Sheet Dynamics, Ltd. Structural control and monitoring using adaptive spatio-temporal filtering
US6381505B1 (en) * 1998-09-28 2002-04-30 Aspen Technology, Inc. Robust steady-state target calculation for model predictive control
US6542782B1 (en) * 1998-12-31 2003-04-01 Z. Joseph Lu Systems for generating and using a lookup table with process facility control systems and models of the same, and methods of operating such systems
US6445963B1 (en) * 1999-10-04 2002-09-03 Fisher Rosemount Systems, Inc. Integrated advanced control blocks in process control systems

Also Published As

Publication number Publication date
DE60111238T2 (de) 2006-04-27
US6826521B1 (en) 2004-11-30
WO2001079945A1 (en) 2001-10-25
EP1311913A1 (de) 2003-05-21
EP1311913B1 (de) 2005-06-01
DE60111238D1 (de) 2005-07-07
ATE297030T1 (de) 2005-06-15

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