ATE484011T1 - System und verfahren zur adaptiven steuerung von prozessen mit veränderlicher dynamik - Google Patents

System und verfahren zur adaptiven steuerung von prozessen mit veränderlicher dynamik

Info

Publication number
ATE484011T1
ATE484011T1 AT03816931T AT03816931T ATE484011T1 AT E484011 T1 ATE484011 T1 AT E484011T1 AT 03816931 T AT03816931 T AT 03816931T AT 03816931 T AT03816931 T AT 03816931T AT E484011 T1 ATE484011 T1 AT E484011T1
Authority
AT
Austria
Prior art keywords
inputs
variable
modeling tools
processes
adaptive control
Prior art date
Application number
AT03816931T
Other languages
English (en)
Inventor
Bijan Sayyarrodsari
Eric Hartman
Celso Axelrud
Kidir Liano
Original Assignee
Rockwell 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 Rockwell Automation Inc filed Critical Rockwell Automation Inc
Application granted granted Critical
Publication of ATE484011T1 publication Critical patent/ATE484011T1/de

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
    • 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
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/027—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using neural networks only
    • 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
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Feedback Control In General (AREA)
  • Mobile Radio Communication Systems (AREA)
AT03816931T 2002-12-09 2003-12-09 System und verfahren zur adaptiven steuerung von prozessen mit veränderlicher dynamik ATE484011T1 (de)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US43182102P 2002-12-09 2002-12-09
PCT/US2003/039012 WO2004099899A2 (en) 2002-12-09 2003-12-09 A system and method of adaptive control of processes with varying dynamics
US10/730,835 US7039475B2 (en) 2002-12-09 2003-12-09 System and method of adaptive control of processes with varying dynamics

Publications (1)

Publication Number Publication Date
ATE484011T1 true ATE484011T1 (de) 2010-10-15

Family

ID=32511606

Family Applications (1)

Application Number Title Priority Date Filing Date
AT03816931T ATE484011T1 (de) 2002-12-09 2003-12-09 System und verfahren zur adaptiven steuerung von prozessen mit veränderlicher dynamik

Country Status (6)

Country Link
US (1) US7039475B2 (de)
EP (1) EP1581840B1 (de)
AT (1) ATE484011T1 (de)
AU (1) AU2003304103A1 (de)
DE (1) DE60334494D1 (de)
WO (1) WO2004099899A2 (de)

Families Citing this family (63)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
US20090018891A1 (en) * 2003-12-30 2009-01-15 Jeff Scott Eder Market value matrix
US20040236673A1 (en) * 2000-10-17 2004-11-25 Eder Jeff Scott Collaborative risk transfer 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
US8180464B2 (en) * 2002-04-18 2012-05-15 Cleveland State University Extended active disturbance rejection controller
US7184845B2 (en) * 2002-12-09 2007-02-27 Pavilion Technologies, Inc. System and method of applying adaptive control to the control of particle accelerators with varying dynamics behavioral characteristics using a nonlinear model predictive control technology
US7272454B2 (en) * 2003-06-05 2007-09-18 Fisher-Rosemount Systems, Inc. Multiple-input/multiple-output control blocks with non-linear predictive capabilities
US8639365B2 (en) * 2003-11-10 2014-01-28 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US8639489B2 (en) 2003-11-10 2014-01-28 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US20070282480A1 (en) * 2003-11-10 2007-12-06 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US20090043637A1 (en) * 2004-06-01 2009-02-12 Eder Jeffrey Scott Extended value and risk management system
US20090271466A1 (en) * 2006-11-08 2009-10-29 Fields Edward L Data logging with network interfacing feature
CN1295576C (zh) * 2004-11-04 2007-01-17 浙江大学 槽式反应器基于支持向量机的非线性模型预测控制方法
GB0505060D0 (en) * 2005-03-11 2005-04-20 Innovision Res & Tech Plc Gain controlled impedance
US8713025B2 (en) 2005-03-31 2014-04-29 Square Halt Solutions, Limited Liability Company Complete context search system
US7389773B2 (en) 2005-08-18 2008-06-24 Honeywell International Inc. Emissions sensors for fuel control in engines
US8498915B2 (en) 2006-04-02 2013-07-30 Asset Reliance, Inc. Data processing framework for financial services
US7949417B2 (en) * 2006-09-22 2011-05-24 Exxonmobil Research And Engineering Company Model predictive controller solution analysis process
DE102007025447A1 (de) 2006-10-09 2008-04-17 Siemens Ag Verfahren zur Steuerung und/oder Regelung eines industriellen Prozesses
JP4512610B2 (ja) * 2007-04-27 2010-07-28 本田技研工業株式会社 プラントの温度を制御する電子制御装置
FI119764B (fi) * 2007-11-14 2009-03-13 Kone Corp Kuljetusjärjestelmän parametrien sovittaminen
US8060290B2 (en) 2008-07-17 2011-11-15 Honeywell International Inc. Configurable automotive controller
US9323234B2 (en) * 2009-06-10 2016-04-26 Fisher-Rosemount Systems, Inc. Predicted fault analysis
US8903747B2 (en) * 2009-06-18 2014-12-02 Microsoft Corporation Isolating changes in dynamic systems
US8620461B2 (en) 2009-09-24 2013-12-31 Honeywell International, Inc. Method and system for updating tuning parameters of a controller
US8260732B2 (en) 2009-11-24 2012-09-04 King Fahd University Of Petroleum And Minerals Method for identifying Hammerstein models
US8346711B2 (en) * 2009-11-24 2013-01-01 King Fahd University Of Petroleum And Minerals Method for identifying multi-input multi-output Hammerstein models
US8346712B2 (en) 2009-11-24 2013-01-01 King Fahd University Of Petroleum And Minerals Method for identifying hammerstein models
US8438122B1 (en) 2010-05-14 2013-05-07 Google Inc. Predictive analytic modeling platform
US8473431B1 (en) 2010-05-14 2013-06-25 Google Inc. Predictive analytic modeling platform
US8504175B2 (en) * 2010-06-02 2013-08-06 Honeywell International Inc. Using model predictive control to optimize variable trajectories and system control
US8533222B2 (en) * 2011-01-26 2013-09-10 Google Inc. Updateable predictive analytical modeling
US8595154B2 (en) 2011-01-26 2013-11-26 Google Inc. Dynamic predictive modeling platform
US8533224B2 (en) * 2011-05-04 2013-09-10 Google Inc. Assessing accuracy of trained predictive models
US8489632B1 (en) * 2011-06-28 2013-07-16 Google Inc. Predictive model training management
US9677493B2 (en) 2011-09-19 2017-06-13 Honeywell Spol, S.R.O. Coordinated engine and emissions control system
US20130111905A1 (en) 2011-11-04 2013-05-09 Honeywell Spol. S.R.O. Integrated optimization and control of an engine and aftertreatment system
US9650934B2 (en) 2011-11-04 2017-05-16 Honeywell spol.s.r.o. Engine and aftertreatment optimization system
US9852481B1 (en) 2013-03-13 2017-12-26 Johnson Controls Technology Company Systems and methods for cascaded model predictive control
US9235657B1 (en) 2013-03-13 2016-01-12 Johnson Controls Technology Company System identification and model development
US9436179B1 (en) 2013-03-13 2016-09-06 Johnson Controls Technology Company Systems and methods for energy cost optimization in a building system
EP3051367B1 (de) 2015-01-28 2020-11-25 Honeywell spol s.r.o. Ansatz und system zur handhabung von einschränkungen für gemessene störungen mit unsicherer vorschau
EP3056706A1 (de) 2015-02-16 2016-08-17 Honeywell International Inc. Ansatz zur nachbehandlungssystemmodellierung und modellidentifizierung
EP3091212A1 (de) 2015-05-06 2016-11-09 Honeywell International Inc. Identifikationsansatz für verbrennungsmotor-mittelwertmodelle
EP3125052B1 (de) 2015-07-31 2020-09-02 Garrett Transportation I Inc. Quadratischer programmlöser für mpc mit variabler anordnung
US10272779B2 (en) 2015-08-05 2019-04-30 Garrett Transportation I Inc. System and approach for dynamic vehicle speed optimization
US10415492B2 (en) 2016-01-29 2019-09-17 Garrett Transportation I Inc. Engine system with inferential sensor
US10124750B2 (en) 2016-04-26 2018-11-13 Honeywell International Inc. Vehicle security module system
US10036338B2 (en) 2016-04-26 2018-07-31 Honeywell International Inc. Condition-based powertrain control system
EP3548729B1 (de) 2016-11-29 2023-02-22 Garrett Transportation I Inc. Inferenzflusssensor
CN107800568A (zh) * 2017-09-22 2018-03-13 中国科学院合肥物质科学研究院 一种基于alarm插件的设备状态报警保护方法
US11057213B2 (en) 2017-10-13 2021-07-06 Garrett Transportation I, Inc. Authentication system for electronic control unit on a bus
KR102816285B1 (ko) * 2018-09-07 2025-06-02 삼성전자주식회사 뉴럴 프로세싱 시스템
US12050444B2 (en) * 2019-01-31 2024-07-30 Dow Global Technologies Llc Gas phase polymerization process control using projected disturbance variables and nonlinear dynamic models
US11055639B1 (en) * 2020-04-28 2021-07-06 Sas Institute Inc. Optimizing manufacturing processes using one or more machine learning models
CN112201309B (zh) * 2020-06-18 2024-02-02 北京化工大学 一种基于P-graph的乙烯全流程超结构模型建模方法
CN112731915A (zh) * 2020-08-31 2021-04-30 武汉第二船舶设计研究所(中国船舶重工集团公司第七一九研究所) 一种基于卷积神经网络优化nmpc算法的直接航迹控制方法
JP7409345B2 (ja) * 2021-03-31 2024-01-09 横河電機株式会社 学習処理装置、制御装置、学習処理方法、制御方法、学習プログラムおよび制御プログラム
CN113220630B (zh) * 2021-05-19 2024-05-10 西安交通大学 一种硬件加速器的可重构阵列优化方法及自动调优方法
WO2023121777A1 (en) * 2021-12-23 2023-06-29 Virtualitics, Inc. Software engines configured for detection of high impact scenarios with machine learning-based simulation
CN116619370B (zh) * 2023-05-31 2025-12-30 曲阜师范大学 基于事件触发策略的并联五连杆机械臂指数跟踪控制方法

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6381504B1 (en) * 1996-05-06 2002-04-30 Pavilion Technologies, Inc. Method for optimizing a plant with multiple inputs
US6278899B1 (en) * 1996-05-06 2001-08-21 Pavilion Technologies, Inc. Method for on-line optimization of a plant
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
US6047221A (en) * 1997-10-03 2000-04-04 Pavilion Technologies, Inc. Method for steady-state identification based upon identified dynamics

Also Published As

Publication number Publication date
EP1581840B1 (de) 2010-10-06
US7039475B2 (en) 2006-05-02
AU2003304103A1 (en) 2004-11-26
AU2003304103A8 (en) 2004-11-26
WO2004099899A3 (en) 2005-02-03
WO2004099899A2 (en) 2004-11-18
EP1581840A2 (de) 2005-10-05
EP1581840A4 (de) 2006-06-21
US20040117040A1 (en) 2004-06-17
DE60334494D1 (de) 2010-11-18

Similar Documents

Publication Publication Date Title
ATE484011T1 (de) System und verfahren zur adaptiven steuerung von prozessen mit veränderlicher dynamik
ATE499184T1 (de) Verfahren und steuerungssystem zum steuern einer mehrzahl von robotern
DE60309002D1 (de) Herstellungsentwurfs- und prozessanalysesystem
DE50005630D1 (de) Verfahren zur steuerung und/oder regelung der kühlstrecke einer warmbandstrasse zum walzen von metallband und zugehörige vorrichtung
WO2002003150A3 (en) Multi-variable matrix process control
JPS6476360A (en) Work scheduling system
AU2003290932A1 (en) Method, system and medium for controlling manufacture process having multivariate input parameters
DK1782136T3 (da) Kaskadekontrol af en gennemsnitsværdi af en procesparameter til en önsket værdi
DE60032377D1 (de) Verfahren und system zur computerbasierten steuerung eines indutriellen prozesses
DE60223329D1 (de) Automatisierungsmethode und -system zur Ermittlung der optimalen Strategie zur Steuerung eines Komplexen industriellen Systemes insbesondere zum Betrieb von Waterlieferungsnetzen mit Hilfe eines Ecosystem-Models
WO2006135392A3 (en) Method and system for scr optimization
EP4070867C0 (de) System, vorrichtung und verfahren zur steuerung der bitmap für die produktion von leistungsszenen
DE102004044994A1 (de) System zur dynamischen Drehmomentsteuerung
ATE255736T1 (de) Verfahren und system zur adaptiven steuerung komplexer fertigungsketten
ATE274718T1 (de) Universelles verfahren zur vorausberechnung von parametern industrieller prozesse
DE502004007164D1 (de) Verfahren und einrichtung zur steuerung einer anlage zur herstellung von stahl
ATE344476T1 (de) Verfahren und regler zur adaptiven regelung mindestens einer komponente einer technischen anlage
EP4127433A4 (de) Temperatursteuerungssystem, fahrzeug damit und verfahren zur steuerung des betriebs davon
WO2006003446A3 (en) Process-related systems and methods
EP4553195A4 (de) Steuerungsvorrichtung für wasserstoffherstellungsvorrichtung, wasserstoffherstellungsanlage, verfahren zur steuerung der wasserstoffherstellungsvorrichtung und steuerungsprogramm für die wasserstoffherstellungsvorrichtung
MX2022012245A (es) Método y sistema de control para activar múltiples aplicaciones de vehículos.
TW332874B (en) Integral controller
ATE240423T1 (de) Verfahren zur regelung von sputterprozessen
ATE198380T1 (de) Regelkreis zur regelung von wenigstens zwei regelgrössen
DE59914838D1 (de) Verfahren und Vorrichtung zur Prozessführung und Prozessoptimierung bei der Herstellung von Fasermatten und/oder Faserplatten

Legal Events

Date Code Title Description
RER Ceased as to paragraph 5 lit. 3 law introducing patent treaties