CN1940781B - 用于控制分批过程的方法和系统 - Google Patents

用于控制分批过程的方法和系统 Download PDF

Info

Publication number
CN1940781B
CN1940781B CN2006101317512A CN200610131751A CN1940781B CN 1940781 B CN1940781 B CN 1940781B CN 2006101317512 A CN2006101317512 A CN 2006101317512A CN 200610131751 A CN200610131751 A CN 200610131751A CN 1940781 B CN1940781 B CN 1940781B
Authority
CN
China
Prior art keywords
control
batch process
model
input
control routine
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.)
Active
Application number
CN2006101317512A
Other languages
English (en)
Chinese (zh)
Other versions
CN1940781A (zh
Inventor
特瑞思·L·贝利文斯
迈克尔·A·邦德瑞
格雷戈里·K·麦克米伦
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.)
Fisher Rosemount Systems Inc
Original Assignee
Fisher Rosemount Systems 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 Fisher Rosemount Systems Inc filed Critical Fisher Rosemount Systems Inc
Priority to CN201210297341.0A priority Critical patent/CN102841538B/zh
Publication of CN1940781A publication Critical patent/CN1940781A/zh
Application granted granted Critical
Publication of CN1940781B publication Critical patent/CN1940781B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

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
    • G05B13/041Adaptive 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 variable 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
    • 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
    • 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
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Feedback Control In General (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Programmable Controllers (AREA)
  • Testing And Monitoring For Control Systems (AREA)
CN2006101317512A 2005-09-30 2006-09-30 用于控制分批过程的方法和系统 Active CN1940781B (zh)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201210297341.0A CN102841538B (zh) 2005-09-30 2006-09-30 用于控制分批过程的方法和系统

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US11/241,157 US7877154B2 (en) 2005-09-30 2005-09-30 Method and system for controlling a batch process
US11/241,157 2005-09-30

Related Child Applications (1)

Application Number Title Priority Date Filing Date
CN201210297341.0A Division CN102841538B (zh) 2005-09-30 2006-09-30 用于控制分批过程的方法和系统

Publications (2)

Publication Number Publication Date
CN1940781A CN1940781A (zh) 2007-04-04
CN1940781B true CN1940781B (zh) 2012-09-26

Family

ID=37421252

Family Applications (2)

Application Number Title Priority Date Filing Date
CN2006101317512A Active CN1940781B (zh) 2005-09-30 2006-09-30 用于控制分批过程的方法和系统
CN201210297341.0A Expired - Fee Related CN102841538B (zh) 2005-09-30 2006-09-30 用于控制分批过程的方法和系统

Family Applications After (1)

Application Number Title Priority Date Filing Date
CN201210297341.0A Expired - Fee Related CN102841538B (zh) 2005-09-30 2006-09-30 用于控制分批过程的方法和系统

Country Status (5)

Country Link
US (1) US7877154B2 (enExample)
JP (2) JP5331301B2 (enExample)
CN (2) CN1940781B (enExample)
DE (1) DE102006045428B4 (enExample)
GB (3) GB2465513B (enExample)

Families Citing this family (60)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7689296B2 (en) * 2006-04-28 2010-03-30 Honeywell Asca Inc. Apparatus and method for controlling a paper machine or other machine using measurement predictions based on asynchronous sensor information
US7747416B2 (en) * 2006-06-06 2010-06-29 Siemens Industry, Inc. System and method for batch process control with diverse distributed control system protocols
US8527252B2 (en) * 2006-07-28 2013-09-03 Emerson Process Management Power & Water Solutions, Inc. Real-time synchronized control and simulation within a process plant
US7949417B2 (en) 2006-09-22 2011-05-24 Exxonmobil Research And Engineering Company Model predictive controller solution analysis process
US8521310B2 (en) * 2006-10-31 2013-08-27 Rockwell Automation Technologies, Inc. Integrated model predictive control of distillation and dehydration sub-processes in a biofuel production process
US20080103747A1 (en) * 2006-10-31 2008-05-01 Macharia Maina A Model predictive control of a stillage sub-process in a biofuel production process
US8571690B2 (en) * 2006-10-31 2013-10-29 Rockwell Automation Technologies, Inc. Nonlinear model predictive control of a biofuel fermentation process
US7933849B2 (en) * 2006-10-31 2011-04-26 Rockwell Automation Technologies, Inc. Integrated model predictive control of batch and continuous processes in a biofuel production process
US7831318B2 (en) * 2006-10-31 2010-11-09 Rockwell Automation Technologies, Inc. Model predictive control of fermentation temperature in biofuel production
US8634940B2 (en) * 2006-10-31 2014-01-21 Rockwell Automation Technologies, Inc. Model predictive control of a fermentation feed in biofuel production
US7844350B2 (en) * 2006-11-22 2010-11-30 Honeywell International Inc. Testing of control strategies in a control system controlling a process control plant
US9298174B2 (en) * 2008-03-20 2016-03-29 Rockwell Automation Technologies, Inc. Determining total inventory of batch and continuous inventories in a biofuel production process
US7840363B2 (en) * 2008-03-20 2010-11-23 Rockwell Automation Technologies, Inc. Determining total mill flow in a biofuel production process
US8755939B2 (en) * 2008-06-30 2014-06-17 Rockwell Automation Technologies, Inc. Throughput/yield optimized model predictive control
US20100063786A1 (en) * 2008-09-11 2010-03-11 Harke Michael C Co-Simulation Process
US8103385B2 (en) * 2008-09-30 2012-01-24 Rockwell Automation Technologies, Inc. Optimizing product drying through parallel lines of centrifuges and dryer process units
US9014858B2 (en) * 2008-09-30 2015-04-21 Rockwell Automation Technologies, Inc. Energy optimizer for dehydrating biofuels through distillation towers and molecular sieves
US9037298B2 (en) * 2008-09-30 2015-05-19 Rockwell Automation Technologies, Inc. Cook flash temperature optimization
US9098093B2 (en) * 2008-09-30 2015-08-04 Rockwell Automation Technologies, Inc. Model predictive control of biofuel denaturant blending
US8170088B2 (en) * 2008-11-19 2012-05-01 Harris Corporation Methods for determining a reference signal at any location along a transmission media
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
US20100124263A1 (en) * 2008-11-19 2010-05-20 Harris Corporation Systems for determining a reference signal at any location along a transmission media
US20100125347A1 (en) * 2008-11-19 2010-05-20 Harris Corporation Model-based system calibration for control systems
US20100123618A1 (en) * 2008-11-19 2010-05-20 Harris Corporation Closed loop phase control between distant points
US7969358B2 (en) * 2008-11-19 2011-06-28 Harris Corporation Compensation of beamforming errors in a communications system having widely spaced antenna elements
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
BR112012013074B1 (pt) 2009-12-01 2018-09-18 Oxford Nanopore Technologies Limited instrumento de análise e módulo para realizar análise bioquímica, e, método para operar um instrumento de análise para realizar análise bioquímica
US8756039B2 (en) * 2010-03-02 2014-06-17 Fisher-Rosemount Systems, Inc. Rapid process model identification and generation
CN102906650B (zh) 2010-05-21 2016-07-13 费希尔-罗斯蒙特系统公司 多阶段过程建模方法
US9182752B2 (en) 2010-05-21 2015-11-10 Fisher-Rosemount Systems, Inc. Method and system for multi-zone modeling to determine material properties in storage tanks
US9447963B2 (en) 2010-08-16 2016-09-20 Emerson Process Management Power & Water Solutions, Inc. Dynamic tuning of dynamic matrix control of steam temperature
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
US9335042B2 (en) 2010-08-16 2016-05-10 Emerson Process Management Power & Water Solutions, Inc. Steam temperature control using dynamic matrix control
KR101939420B1 (ko) 2011-02-11 2019-01-16 옥스포드 나노포어 테크놀로지즈 리미티드 돌연변이체 세공
US8788239B2 (en) * 2011-02-11 2014-07-22 Fisher-Rosemount Systems, Inc. Methods, apparatus and articles of manufacture to test batch configurations
US9163828B2 (en) 2011-10-31 2015-10-20 Emerson Process Management Power & Water Solutions, Inc. Model-based load demand control
WO2013087973A1 (en) * 2011-12-16 2013-06-20 Metso Automation Oy Method of tuning a process controller
CN112646019B (zh) 2012-04-10 2022-08-16 牛津纳米孔科技公开有限公司 突变胞溶素孔
JP5969919B2 (ja) * 2012-12-28 2016-08-17 アズビル株式会社 最適化装置および方法ならびに制御装置および方法
GB201313477D0 (en) 2013-07-29 2013-09-11 Univ Leuven Kath Nanopore biosensors for detection of proteins and nucleic acids
CN103268069B (zh) * 2013-05-22 2015-10-28 常州大学 基于Hammerstein模型的自适应预测控制方法
US10018997B2 (en) * 2013-06-28 2018-07-10 Fisher-Rosemount Systems, Inc. Non-intrusive data analytics in a process control system
DE102013108478A1 (de) * 2013-08-06 2015-02-12 Endress+Hauser Process Solutions Ag Verfahren zur Erweiterung einer eingebetteten Softwarekomponente eines Feldgerätes
EP3137490B1 (en) 2014-05-02 2021-01-27 Oxford Nanopore Technologies Limited Mutant pores
WO2016025710A1 (en) * 2014-08-13 2016-02-18 Fisher-Rosemount Systems, Inc. Model predictive control using wireless process signals
US10400014B2 (en) 2014-09-01 2019-09-03 Oxford Nanopore Technologies Ltd. Mutant CsgG pores
US10266885B2 (en) 2014-10-07 2019-04-23 Oxford Nanopore Technologies Ltd. Mutant pores
US10394973B2 (en) * 2015-12-18 2019-08-27 Fisher-Rosemount Systems, Inc. Methods and apparatus for using analytical/statistical modeling for continued process verification (CPV)
US10539936B2 (en) * 2016-10-17 2020-01-21 Fisher-Rosemount Systems, Inc. Methods and apparatus for configuring remote access of process control data
US10656635B2 (en) * 2016-12-02 2020-05-19 Honeywell International Inc. Apparatus and method for performing process simulations for embedded multivariable predictive controllers in industrial process control and automation systems
CN109600245B (zh) * 2017-09-30 2021-11-19 北京国双科技有限公司 服务器自动配置方法及装置
CN107991886B (zh) * 2017-12-28 2020-08-28 杭州电子科技大学 一种废塑料气化炼油炉膛压力的预测优化控制方法
WO2019142728A1 (ja) * 2018-01-16 2019-07-25 日本電気株式会社 制御装置、制御方法およびプログラム記録媒体
EP3671373A1 (de) 2018-12-19 2020-06-24 Bystronic Laser AG Prognoseverfahren zur prognose eines bearbeitungsergebnisses für ein laserbearbeitungsverfahren
CN109981467B (zh) * 2019-03-29 2022-02-11 中国人民银行清算总中心 静态路由更新方法和路由集中管理分发方法
US11899417B2 (en) * 2019-05-02 2024-02-13 Fisher-Rosemount Systems, Inc. Methods and apparatus to implement predictive analytics for continuous control system processes
US11604459B2 (en) 2019-07-12 2023-03-14 Emerson Process Management Power & Water Solutions, Inc. Real-time control using directed predictive simulation within a control system of a process plant
US12050448B2 (en) * 2021-01-29 2024-07-30 Tata Consultancy Services Limited Method and system to control a continuous bioprocessing
US20220308978A1 (en) * 2021-03-24 2022-09-29 International Business Machines Corporation Task simulation using revised goals
US20240288849A1 (en) * 2023-02-28 2024-08-29 Fisher-Rosemount Systems, Inc. Model predictive control systems for process automation plants

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
KR100205691B1 (ko) * 1997-04-29 1999-07-01 정순착 공정 제어용 혼성예측자 및 혼성 예측 방법
US6445963B1 (en) 1999-10-04 2002-09-03 Fisher Rosemount Systems, Inc. Integrated advanced control blocks in process control systems
JP2001106703A (ja) * 1999-10-06 2001-04-17 Mitsubishi Rayon Co Ltd 品質予測反応制御システム
US6654649B2 (en) 1999-12-22 2003-11-25 Aspen Technology, Inc. Computer method and apparatus for optimized controller in a non-linear process
JP2001249705A (ja) * 2000-03-03 2001-09-14 Toshiba Corp プロセスシミュレータ応用非線形制御装置およびその方法
GB0005866D0 (en) 2000-03-10 2000-05-03 Borealis Polymers Oy Process control system
US6826521B1 (en) * 2000-04-06 2004-11-30 Abb Automation Inc. System and methodology and adaptive, linear model predictive control based on rigorous, nonlinear process model
US6760716B1 (en) * 2000-06-08 2004-07-06 Fisher-Rosemount Systems, Inc. Adaptive predictive model in a process control system
US6721609B1 (en) 2000-06-14 2004-04-13 Fisher-Rosemount Systems, Inc. Integrated optimal model predictive control in a process control system
WO2002005042A2 (en) * 2000-07-12 2002-01-17 Aspen Technology, Inc. Automated closed loop step testing of process units
JP2002041108A (ja) * 2000-07-25 2002-02-08 Yokogawa Electric Corp プロセス制御方法及びこれを用いたプロセス制御装置
US6819963B2 (en) 2000-12-06 2004-11-16 Advanced Micro Devices, Inc. Run-to-run control method for proportional-integral-derivative (PID) controller tuning for rapid thermal processing (RTP)
JP3864781B2 (ja) * 2001-12-28 2007-01-10 オムロン株式会社 温度調節器
US6901308B1 (en) 2002-07-09 2005-05-31 The Regents Of The University Of California System level analysis and control of manufacturing process variation
US7376472B2 (en) 2002-09-11 2008-05-20 Fisher-Rosemount Systems, Inc. Integrated model predictive control and optimization within a process control system
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
US20050193739A1 (en) * 2004-03-02 2005-09-08 General Electric Company Model-based control systems and methods for gas turbine engines
US7203554B2 (en) * 2004-03-16 2007-04-10 United Technologies Corporation Model predictive controller with life extending control
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

Also Published As

Publication number Publication date
HK1098835A1 (zh) 2007-07-27
GB0618442D0 (en) 2006-11-01
JP2007188473A (ja) 2007-07-26
HK1144715A1 (en) 2011-03-04
CN102841538B (zh) 2015-09-23
GB201003382D0 (en) 2010-04-14
JP5479443B2 (ja) 2014-04-23
DE102006045428B4 (de) 2022-12-08
GB2467683A (en) 2010-08-11
GB2430763B (en) 2010-07-14
GB2430763A (en) 2007-04-04
GB201008266D0 (en) 2010-06-30
DE102006045428A1 (de) 2007-04-26
US20070078530A1 (en) 2007-04-05
JP2012064245A (ja) 2012-03-29
HK1148083A1 (en) 2011-08-26
CN102841538A (zh) 2012-12-26
JP5331301B2 (ja) 2013-10-30
GB2467683B (en) 2010-10-13
GB2465513A (en) 2010-05-26
CN1940781A (zh) 2007-04-04
US7877154B2 (en) 2011-01-25
GB2465513B (en) 2010-07-14

Similar Documents

Publication Publication Date Title
CN1940781B (zh) 用于控制分批过程的方法和系统
JP2007188473A5 (enExample)
CN100381956C (zh) 在过程控制系统中的集成模型预测控制和最佳化
CN101807048B (zh) 过程控制系统中的在线自适应模型预测控制
CN1332275C (zh) 响应可变过程延迟的高级过程控制块的改进
CN101196740B (zh) 集成于过程控制网络的分析服务器
CN1490691A (zh) 集成模型预测控制和优化器功能块的配置和观察显示器
CN1598720B (zh) 控制过程的方法和过程控制器
JP2002091506A (ja) 多入力/多出力論理装置及び該多入力/多出力論理装置を使用してプロセスを制御する方法
CN101796505A (zh) 用于过程控制的方法和系统
CN108519770A (zh) 一种浮选过程运行控制的实验平台
CN103257625A (zh) 补偿非周期更新的控制器中的设置点改变
CN118749090A (zh) 工艺设施的操作方法、软传感器和数字工艺孪生系统
US12217198B2 (en) Method and system for process schedule reconciliation using machine learning and algebraic model optimization
CN1573624B (zh) 用于批性能估计的装置和方法
US11650574B2 (en) Custom logic engineering of an industrial modular plant
Horst Digital Twin based feedback control of biomass specific rates in a Fab-fragment producing E. coli Fed-batch process
CN119013633A (zh) 用于工业数据的情境化引擎
Liu et al. An advanced operations support system for a batch pilot plant
CN121028728A (zh) 基于数字孪生的炉渣金属回收过程优化方法
Vu et al. The use of the pilot plant facility in teaching process control engineering at Murdoch University
Woolley et al. Achieving Increased Batch Plant Productivity by the Application of a Multilevel DCS Solution
Wieten et al. Batch control system vaccines: BCSV: A new man machine interface for bioreactors
Ferreiro García et al. Hybrid modelling using neural network based prediction under Foundation Fieldbus

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant