CN102193500B - 快速过程模型识别和生成 - Google Patents

快速过程模型识别和生成 Download PDF

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Publication number
CN102193500B
CN102193500B CN201110051830.3A CN201110051830A CN102193500B CN 102193500 B CN102193500 B CN 102193500B CN 201110051830 A CN201110051830 A CN 201110051830A CN 102193500 B CN102193500 B CN 102193500B
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variable
ramp rate
change
control
dead time
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Chinese (zh)
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CN102193500A (zh
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M·库格伦
G·K·麦克米伦
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Fisher Rosemount Systems Inc
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Fisher Rosemount Systems Inc
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    • 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
    • G05B13/042Adaptive 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 in which a parameter or coefficient is automatically adjusted to optimise the performance
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B11/00Automatic controllers
    • G05B11/01Automatic controllers electric
    • G05B11/36Automatic controllers electric with provision for obtaining particular characteristics, e.g. proportional, integral, differential
    • G05B11/42Automatic controllers electric with provision for obtaining particular characteristics, e.g. proportional, integral, differential for obtaining a characteristic which is both proportional and time-dependent, e.g. P. I., P. I. D.
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B17/00Systems involving the use of models or simulators of said systems
    • G05B17/02Systems involving the use of models or simulators of said systems electric
    • 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

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Feedback Control In General (AREA)
  • Testing And Monitoring For Control Systems (AREA)
CN201110051830.3A 2010-03-02 2011-03-02 快速过程模型识别和生成 Active CN102193500B (zh)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610539816.0A CN106094527B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US30973710P 2010-03-02 2010-03-02
US61/309,737 2010-03-02
US12/960,432 2010-12-03
US12/960,432 US8756039B2 (en) 2010-03-02 2010-12-03 Rapid process model identification and generation

Related Child Applications (1)

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CN201610539816.0A Division CN106094527B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成

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CN102193500A CN102193500A (zh) 2011-09-21
CN102193500B true CN102193500B (zh) 2016-08-03

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CN201610539816.0A Active CN106094527B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成

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US (1) US8756039B2 (enExample)
JP (2) JP5830251B2 (enExample)
CN (2) CN102193500B (enExample)
DE (1) DE102011012710A1 (enExample)
GB (2) GB2478402B (enExample)

Families Citing this family (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9447963B2 (en) 2010-08-16 2016-09-20 Emerson Process Management Power & Water Solutions, Inc. Dynamic tuning of dynamic matrix control of steam temperature
US9335042B2 (en) 2010-08-16 2016-05-10 Emerson Process Management Power & Water Solutions, Inc. Steam temperature control using dynamic matrix control
US9217565B2 (en) 2010-08-16 2015-12-22 Emerson Process Management Power & Water Solutions, Inc. Dynamic matrix control of steam temperature with prevention of saturated steam entry into superheater
US9163828B2 (en) 2011-10-31 2015-10-20 Emerson Process Management Power & Water Solutions, Inc. Model-based load demand control
US9311434B1 (en) * 2012-03-26 2016-04-12 The Mathworks, Inc. Ladder logic modeling and simulation
JP6216112B2 (ja) * 2012-11-30 2017-10-18 アズビル株式会社 多変数制御装置および方法
JP6157219B2 (ja) * 2013-05-29 2017-07-05 アズビル株式会社 制御装置および制御方法
JP6181023B2 (ja) * 2013-12-20 2017-08-16 株式会社神戸製鋼所 圧延機の板厚制御方法
JP6647931B2 (ja) * 2016-03-16 2020-02-14 株式会社Kelk 半導体ウェーハの温度制御装置、および半導体ウェーハの温度制御方法
US10969749B2 (en) 2017-08-22 2021-04-06 Honeywell Limited Application of model predictive control (MPC)-based forced ramping of process input variables and process output reference trajectory design over a prediction horizon for MPC-based paper machine grade change control
US11472115B2 (en) 2019-03-21 2022-10-18 General Electric Company In-situ monitoring system assisted material and parameter development for additive manufacturing
CN110806741B (zh) * 2019-11-19 2024-11-22 清华大学苏州汽车研究院(相城) 用于主动噪声控制器功能检测的自动化检测系统及方法
CN111413863B (zh) * 2020-03-27 2023-04-07 南京理工大学 一种基于3D打印喷头的粒子群模糊Smith温度控制方法
WO2022027003A1 (en) * 2020-07-27 2022-02-03 Watlow Electric Manufacturing Company Systems and methods for using intermediate data to improve system control and diagnostics
DE102020126355A1 (de) * 2020-10-08 2022-04-14 Krones Aktiengesellschaft Verfahren zum Betreiben einer Maschine in einer Verarbeitungsanlage für Behälter und Maschine zur Behandlung von Behältern

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020016640A1 (en) * 2000-06-30 2002-02-07 Gagne Ronald A. Multi-variable matrix process control
US20040098145A1 (en) * 2002-11-14 2004-05-20 Liu Zhenduo Hybrid cascade model-based predictive control system
US20050067997A1 (en) * 2003-09-26 2005-03-31 Wand Martin A. Servo loop pid compensator with embedded rate limit
CN1940781A (zh) * 2005-09-30 2007-04-04 费舍-柔斯芒特系统股份有限公司 用于控制分批过程的方法和系统
US7209793B2 (en) * 2000-07-12 2007-04-24 Aspen Technology, Inc. Automated closed loop step testing of process units

Family Cites Families (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0719165B2 (ja) * 1987-06-29 1995-03-06 横河電機株式会社 プロセス制御装置
US4959767A (en) 1988-11-23 1990-09-25 Elsag International B.V. Parameter estimation technique for closed loop system
JPH0447303A (ja) * 1990-06-12 1992-02-17 Yokogawa Electric Corp プロセス同定装置
US5106055A (en) * 1990-11-08 1992-04-21 Phillips Edwin D Dynamic double action valve
US5521095A (en) 1992-02-10 1996-05-28 Queen's University At Kingston Temperature scanning reactor method
US5282130A (en) * 1992-05-20 1994-01-25 Elsag International B.V. Method and apparatus for obtaining process characteristics in a self-tuning controller
JPH0619506A (ja) * 1992-06-29 1994-01-28 Omron Corp 同定装置
US5568377A (en) 1992-10-29 1996-10-22 Johnson Service Company Fast automatic tuning of a feedback controller
JPH0728503A (ja) * 1993-07-13 1995-01-31 Toshiba Corp システム設計支援ツール及びシステム設計支援方法
JP3312142B2 (ja) * 1995-01-19 2002-08-05 オムロン株式会社 調節計
US5691896A (en) * 1995-08-15 1997-11-25 Rosemount, Inc. Field based process control system with auto-tuning
US6466893B1 (en) 1997-09-29 2002-10-15 Fisher Controls International, Inc. Statistical determination of estimates of process control loop parameters
US6128541A (en) * 1997-10-15 2000-10-03 Fisher Controls International, Inc. Optimal auto-tuner for use in a process control network
US6751579B1 (en) 1999-03-09 2004-06-15 Koninklijke Philips Electronics N.V. Method of scaling table based cell library timing models in order to take into account process, temperature and power supply
US6577908B1 (en) 2000-06-20 2003-06-10 Fisher Rosemount Systems, Inc Adaptive feedback/feedforward PID controller
US7113834B2 (en) 2000-06-20 2006-09-26 Fisher-Rosemount Systems, Inc. State based adaptive feedback feedforward PID controller
CN1192813C (zh) * 2001-09-28 2005-03-16 湖北宜化化工股份有限公司 同时提纯易吸附相和难吸附相的变压吸附气体分离方法
US6901300B2 (en) * 2002-02-07 2005-05-31 Fisher-Rosemount Systems, Inc.. Adaptation of advanced process control blocks in response to variable process delay
DE10341764B4 (de) 2002-09-11 2019-01-10 Fisher-Rosemount Systems, Inc. Integrierte Modell-Vorhersagesteuerung und -Optimierung innerhalb eines Prozesssteuerungssystems
US7376472B2 (en) * 2002-09-11 2008-05-20 Fisher-Rosemount Systems, Inc. Integrated model predictive control and optimization within a process control system
US20050187643A1 (en) 2004-02-19 2005-08-25 Pavilion Technologies, Inc. Parametric universal nonlinear dynamics approximator and use
JP4242182B2 (ja) 2003-03-12 2009-03-18 本田技研工業株式会社 応答指定型制御を用いてプラントを制御する装置
US7242989B2 (en) 2003-05-30 2007-07-10 Fisher-Rosemount Systems, Inc. Apparatus and method for batch property estimation
US7272454B2 (en) * 2003-06-05 2007-09-18 Fisher-Rosemount Systems, Inc. Multiple-input/multiple-output control blocks with non-linear predictive capabilities
US8073667B2 (en) 2003-09-30 2011-12-06 Tokyo Electron Limited System and method for using first-principles simulation to control a semiconductor manufacturing process
US7317953B2 (en) 2003-12-03 2008-01-08 Fisher-Rosemount Systems, Inc. Adaptive multivariable process controller using model switching and attribute interpolation
US7050880B2 (en) 2003-12-30 2006-05-23 Sc Solutions Chemical-mechanical planarization controller
US8509926B2 (en) * 2005-12-05 2013-08-13 Fisher-Rosemount Systems, Inc. Self-diagnostic process control loop for a process plant
GB2446343B (en) * 2005-12-05 2011-06-08 Fisher Rosemount Systems Inc Multi-objective predictive process optimization with concurrent process simulation
US7653445B2 (en) 2007-04-13 2010-01-26 Controlsoft, Inc. Apparatus and method for model-based control

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020016640A1 (en) * 2000-06-30 2002-02-07 Gagne Ronald A. Multi-variable matrix process control
US6745088B2 (en) * 2000-06-30 2004-06-01 The Dow Chemical Company Multi-variable matrix process control
US7209793B2 (en) * 2000-07-12 2007-04-24 Aspen Technology, Inc. Automated closed loop step testing of process units
US20040098145A1 (en) * 2002-11-14 2004-05-20 Liu Zhenduo Hybrid cascade model-based predictive control system
US20050067997A1 (en) * 2003-09-26 2005-03-31 Wand Martin A. Servo loop pid compensator with embedded rate limit
CN1940781A (zh) * 2005-09-30 2007-04-04 费舍-柔斯芒特系统股份有限公司 用于控制分批过程的方法和系统
US20070078530A1 (en) * 2005-09-30 2007-04-05 Fisher-Rosemount Systems, Inc. Method and system for controlling a batch process

Also Published As

Publication number Publication date
GB201103055D0 (en) 2011-04-06
US8756039B2 (en) 2014-06-17
CN102193500A (zh) 2011-09-21
JP2011181069A (ja) 2011-09-15
GB2478402B (en) 2018-02-14
GB2547137B (en) 2018-02-14
GB2478402A (en) 2011-09-07
JP5830251B2 (ja) 2015-12-09
US20110218782A1 (en) 2011-09-08
GB201706494D0 (en) 2017-06-07
CN106094527A (zh) 2016-11-09
GB2547137A (en) 2017-08-09
DE102011012710A1 (de) 2011-09-08
JP2016028349A (ja) 2016-02-25
CN106094527B (zh) 2019-11-05

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