[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

DE60334494D1 - 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
DE60334494D1
DE60334494D1 DE60334494T DE60334494T DE60334494D1 DE 60334494 D1 DE60334494 D1 DE 60334494D1 DE 60334494 T DE60334494 T DE 60334494T DE 60334494 T DE60334494 T DE 60334494T DE 60334494 D1 DE60334494 D1 DE 60334494D1
Authority
DE
Germany
Prior art keywords
inputs
variable
modeling tools
adaptively controlling
controlling processes
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.)
Expired - Lifetime
Application number
DE60334494T
Other languages
English (en)
Inventor
Bijan Sayyarrodsari
Eric Hartman
Celso Axelrud
Kidir Liano
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.)
Rockwell Automation Inc
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 DE60334494D1 publication Critical patent/DE60334494D1/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

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)
  • Evolutionary Computation (AREA)
  • Automation & Control Theory (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Feedback Control In General (AREA)
  • Mobile Radio Communication Systems (AREA)
DE60334494T 2002-12-09 2003-12-09 System und verfahren zur adaptiven steuerung von prozessen mit veränderlicher dynamik Expired - Lifetime DE60334494D1 (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
DE60334494D1 true DE60334494D1 (de) 2010-11-18

Family

ID=32511606

Family Applications (1)

Application Number Title Priority Date Filing Date
DE60334494T Expired - Lifetime DE60334494D1 (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 (61)

* 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
US20110040631A1 (en) * 2005-07-09 2011-02-17 Jeffrey Scott Eder Personalized commerce system
US20080027769A1 (en) * 2002-09-09 2008-01-31 Jeff Scott Eder Knowledge based performance management 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
CN100514230C (zh) * 2002-12-09 2009-07-15 搭篷技术公司 具有可变动态特性的过程的自适应控制的一种系统和方法
US7272454B2 (en) * 2003-06-05 2007-09-18 Fisher-Rosemount Systems, Inc. Multiple-input/multiple-output control blocks with non-linear predictive capabilities
US8639489B2 (en) 2003-11-10 2014-01-28 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US8639365B2 (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
US8346711B2 (en) * 2009-11-24 2013-01-01 King Fahd University Of Petroleum And Minerals Method for identifying multi-input multi-output Hammerstein models
US8260732B2 (en) 2009-11-24 2012-09-04 King Fahd University Of Petroleum And Minerals Method for identifying Hammerstein models
US8346712B2 (en) 2009-11-24 2013-01-01 King Fahd University Of Petroleum And Minerals Method for identifying hammerstein models
US8473431B1 (en) 2010-05-14 2013-06-25 Google Inc. Predictive analytic modeling platform
US8438122B1 (en) 2010-05-14 2013-05-07 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
US8595154B2 (en) 2011-01-26 2013-11-26 Google Inc. Dynamic predictive modeling platform
US8533222B2 (en) * 2011-01-26 2013-09-10 Google Inc. Updateable predictive analytical modeling
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
US9650934B2 (en) 2011-11-04 2017-05-16 Honeywell spol.s.r.o. Engine and aftertreatment optimization system
US20130111905A1 (en) 2011-11-04 2013-05-09 Honeywell Spol. S.R.O. Integrated optimization and control of an engine and aftertreatment system
US9852481B1 (en) 2013-03-13 2017-12-26 Johnson Controls Technology Company Systems and methods for cascaded model predictive control
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
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
US10036338B2 (en) 2016-04-26 2018-07-31 Honeywell International Inc. Condition-based powertrain control system
US10124750B2 (en) 2016-04-26 2018-11-13 Honeywell International Inc. Vehicle security module system
WO2018101918A1 (en) 2016-11-29 2018-06-07 Honeywell International Inc. An inferential flow sensor
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
SG11202107152SA (en) * 2019-01-31 2021-07-29 Dow Global Technologies Llc Process control
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
US11734157B2 (en) 2021-12-23 2023-08-22 Virtualitics, Inc. Systems with software engines configured for detection of high impact scenarios with machine learning-based simulation and methods of use thereof

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6278899B1 (en) * 1996-05-06 2001-08-21 Pavilion Technologies, Inc. Method for on-line optimization of a plant
US6381504B1 (en) * 1996-05-06 2002-04-30 Pavilion Technologies, Inc. Method for optimizing a plant with multiple inputs
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
WO2004099899A2 (en) 2004-11-18
US7039475B2 (en) 2006-05-02
US20040117040A1 (en) 2004-06-17
EP1581840A4 (de) 2006-06-21
EP1581840A2 (de) 2005-10-05
AU2003304103A8 (en) 2004-11-26
ATE484011T1 (de) 2010-10-15
AU2003304103A1 (en) 2004-11-26
WO2004099899A3 (en) 2005-02-03

Similar Documents

Publication Publication Date Title
DE60334494D1 (de) System und verfahren zur adaptiven steuerung von prozessen mit veränderlicher dynamik
ATE499184T1 (de) Verfahren und steuerungssystem zum steuern einer mehrzahl von robotern
ATE342531T1 (de) Herstellungsentwurfs- und prozessanalysesystem
WO2004046835A3 (en) Method, system and medium for controlling manufacture process having multivariate input parameters
ATE348352T1 (de) Verfahren und system zur computerbasierten steuerung eines indutriellen prozesses
CA2358416A1 (en) Process facility control systems using an efficient prediction form and methods of operating the same
WO2002003150A3 (en) Multi-variable matrix process control
JPS6476360A (en) Work scheduling system
DE50005630D1 (de) Verfahren zur steuerung und/oder regelung der kühlstrecke einer warmbandstrasse zum walzen von metallband und zugehörige vorrichtung
ATE377783T1 (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
WO2002088014A3 (en) Method for solving a multi-goal problem
EP4085167A4 (de) Waschmaschine und steuerverfahren dafür und bedienfeld derselben
BR9912518A (pt) Processo para operar um dispositivo de regulação e dispositivo para a execução do processo
ATE255736T1 (de) Verfahren und system zur adaptiven steuerung komplexer fertigungsketten
DE60308628D1 (de) Verfahren und Computerprogrammprodukt zur Steuerung von Steuerflächen für ein aerodynamisches Fahrzeug
DE50211369D1 (de) Verfahren zur steuerung und/oder regelung von industriellen prozessen
DE502006001242D1 (de) System und verfahren zur überwachung von gruppierten objekten
DE59700521D1 (de) Verfahren und steuereinrichtung für eine graphische steuerung von abläufen in einem netzwerkmanagementsystem
ATE344476T1 (de) Verfahren und regler zur adaptiven regelung mindestens einer komponente einer technischen anlage
ATE374099T1 (de) Verfahren und vorrichtung zur pneumatischen steuerung
WO2006003446A3 (en) Process-related systems and methods
ATE247842T1 (de) Verfahren zur erzeugung eines steuerbausteins und steuerbaustein
ATE232996T1 (de) Verfahren zur steuerung eines produktionssystems
ATE198380T1 (de) Regelkreis zur regelung von wenigstens zwei regelgrössen
ATE240423T1 (de) Verfahren zur regelung von sputterprozessen