HK1069220A1 - Multiple-input/multiple-output control blocks withnon-linear predictive capabilities - Google Patents

Multiple-input/multiple-output control blocks withnon-linear predictive capabilities

Info

Publication number
HK1069220A1
HK1069220A1 HK05100698A HK05100698A HK1069220A1 HK 1069220 A1 HK1069220 A1 HK 1069220A1 HK 05100698 A HK05100698 A HK 05100698A HK 05100698 A HK05100698 A HK 05100698A HK 1069220 A1 HK1069220 A1 HK 1069220A1
Authority
HK
Hong Kong
Prior art keywords
withnon
input
output control
control blocks
linear predictive
Prior art date
Application number
HK05100698A
Other languages
English (en)
Inventor
Wilhelm K Wojsznis
Terrence L Blevins
Ashish Mehta
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
Publication of HK1069220A1 publication Critical patent/HK1069220A1/xx

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

Landscapes

  • Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Feedback Control In General (AREA)
  • Testing And Monitoring For Control Systems (AREA)
HK05100698A 2003-06-05 2005-01-27 Multiple-input/multiple-output control blocks withnon-linear predictive capabilities HK1069220A1 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US10/454,937 US7272454B2 (en) 2003-06-05 2003-06-05 Multiple-input/multiple-output control blocks with non-linear predictive capabilities

Publications (1)

Publication Number Publication Date
HK1069220A1 true HK1069220A1 (en) 2005-05-13

Family

ID=32713593

Family Applications (1)

Application Number Title Priority Date Filing Date
HK05100698A HK1069220A1 (en) 2003-06-05 2005-01-27 Multiple-input/multiple-output control blocks withnon-linear predictive capabilities

Country Status (6)

Country Link
US (1) US7272454B2 (xx)
JP (1) JP4781641B2 (xx)
CN (1) CN1598720B (xx)
DE (1) DE102004026979B4 (xx)
GB (1) GB2402499B (xx)
HK (1) HK1069220A1 (xx)

Families Citing this family (98)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE10348563B4 (de) 2002-10-22 2014-01-09 Fisher-Rosemount Systems, Inc. Integration von Grafikdisplayelementen, Prozeßmodulen und Steuermodulen in Prozeßanlagen
US9983559B2 (en) * 2002-10-22 2018-05-29 Fisher-Rosemount Systems, Inc. Updating and utilizing dynamic process simulation in an operating process environment
DE602005018749D1 (xx) 2004-03-02 2010-02-25 Rosemount Inc
US8538560B2 (en) 2004-04-29 2013-09-17 Rosemount Inc. Wireless power and communication unit for process field devices
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
US8145180B2 (en) * 2004-05-21 2012-03-27 Rosemount Inc. Power generation for process devices
CN100594454C (zh) * 2005-02-18 2010-03-17 欧姆龙株式会社 模型结构参数决定方法、参数决定设备、控制设备、以及温度调节设备
AT502241B1 (de) * 2005-02-24 2007-04-15 Arc Seibersdorf Res Gmbh Verfahren und anordnung zur feststellung der abweichung von ermittelten werten
CA2615727C (en) * 2005-07-20 2013-03-19 Jian Wang Real-time operating optimized method of multi-input and multi-output continuous manufacture procedure
US7877154B2 (en) * 2005-09-30 2011-01-25 Fisher-Rosemount Systems, Inc. Method and system for controlling a batch process
US7451004B2 (en) 2005-09-30 2008-11-11 Fisher-Rosemount Systems, Inc. On-line adaptive model predictive control in a process control system
US7444191B2 (en) * 2005-10-04 2008-10-28 Fisher-Rosemount Systems, Inc. Process model identification in a process control system
GB2446343B (en) * 2005-12-05 2011-06-08 Fisher Rosemount Systems Inc Multi-objective predictive process optimization with concurrent process simulation
US20070225835A1 (en) * 2006-03-23 2007-09-27 Yucai Zhu Computer method and apparatus for adaptive model predictive control
US20070245770A1 (en) * 2006-04-19 2007-10-25 Saudi Arabian Oil Company Optimization of a dual refrigeration system natural gas liquid plant via empirical experimental method
DE102006023458B4 (de) * 2006-05-18 2008-03-06 Siemens Ag Lageregelverfahren für eine Achse
US8005575B2 (en) 2006-06-01 2011-08-23 General Electric Company Methods and apparatus for model predictive control in a real time controller
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
US7856280B2 (en) * 2006-08-02 2010-12-21 Emerson Process Management Power & Water Solutions, Inc. Process control and optimization technique using immunological concepts
US7949417B2 (en) 2006-09-22 2011-05-24 Exxonmobil Research And Engineering Company Model predictive controller solution analysis process
EP1955776A1 (en) * 2007-02-09 2008-08-13 Abb As Method and apparatus for improved control of air pressure delivered to a spray applicator
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
US8032235B2 (en) * 2007-06-28 2011-10-04 Rockwell Automation Technologies, Inc. Model predictive control system and method for reduction of steady state error
NO328080B1 (no) * 2007-11-19 2009-11-30 Norsk Hydro As Fremgangsmate og anordning for styring av en elektrolysecelle
US7987145B2 (en) * 2008-03-19 2011-07-26 Honeywell Internationa Target trajectory generator for predictive control of nonlinear systems using extended Kalman filter
US8929948B2 (en) 2008-06-17 2015-01-06 Rosemount Inc. Wireless communication adapter for field devices
US8694060B2 (en) 2008-06-17 2014-04-08 Rosemount Inc. Form factor and electromagnetic interference protection for process device wireless adapters
DE102008028777A1 (de) * 2008-06-17 2009-12-24 Siemens Aktiengesellschaft Leitsystem einer Anlage mit mehrstufiger Modelloptimierung
JP5554328B2 (ja) 2008-06-17 2014-07-23 ローズマウント インコーポレイテッド 本質安全の低電圧クランプ回路を備えるフィールド装置用ｒｆアダプタ
CN102067048B (zh) 2008-06-17 2017-03-08 罗斯蒙特公司 用于具有可变压降的现场设备的rf适配器
US7930045B2 (en) * 2008-10-07 2011-04-19 Emerson Process Management Power & Water Solutions, Inc. Two-stage model predictive control technique
CN105589448A (zh) * 2009-02-02 2016-05-18 费希尔-罗斯蒙特系统公司 具有用以补偿模型失配的可调节积分分量的模型预测控制器
US8881039B2 (en) 2009-03-13 2014-11-04 Fisher-Rosemount Systems, Inc. Scaling composite shapes for a graphical human-machine interface
US8358718B2 (en) * 2009-04-02 2013-01-22 Samsung Electronics Co., Ltd. Apparatus and method for determining optimum integer perturbation vector of low complexity in multiple antenna system
US8626087B2 (en) 2009-06-16 2014-01-07 Rosemount Inc. Wire harness for field devices used in a hazardous locations
US9674976B2 (en) 2009-06-16 2017-06-06 Rosemount Inc. Wireless process communication adapter with improved encapsulation
US8346712B2 (en) * 2009-11-24 2013-01-01 King Fahd University Of Petroleum And Minerals Method for identifying hammerstein models
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
US8756039B2 (en) * 2010-03-02 2014-06-17 Fisher-Rosemount Systems, Inc. Rapid process model identification and generation
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
CN101813918A (zh) * 2010-04-09 2010-08-25 哈尔滨工业大学 基于模糊神经网络的通讯机房既有空调的控制系统
US8423334B2 (en) 2010-05-18 2013-04-16 Honeywell International Inc. Distributed model identification
CN101833284B (zh) * 2010-05-28 2011-07-27 上海交通大学 实时磁滞逆模型对系统进行补偿实现的方法
US10761524B2 (en) 2010-08-12 2020-09-01 Rosemount Inc. Wireless adapter with process diagnostics
US9335042B2 (en) 2010-08-16 2016-05-10 Emerson Process Management Power & Water Solutions, Inc. Steam temperature control using dynamic matrix control
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
JP2013540317A (ja) 2010-09-27 2013-10-31 フィッシャー−ローズマウント システムズ，インコーポレイテッド プロセス制御システムを仮想化するための方法および装置
US8620631B2 (en) 2011-04-11 2013-12-31 King Fahd University Of Petroleum And Minerals Method of identifying Hammerstein models with known nonlinearity structures using particle swarm optimization
US9310794B2 (en) 2011-10-27 2016-04-12 Rosemount Inc. Power supply for industrial process field device
US9163828B2 (en) 2011-10-31 2015-10-20 Emerson Process Management Power & Water Solutions, Inc. Model-based load demand control
JP5946152B2 (ja) * 2012-02-02 2016-07-05 フォス アナリティカル アグシャセルスガーッブＦｏｓｓ Ａｎａｌｙｔｉｃａｌ Ａ／Ｓ 生産プロセスを制御する方法
CN103064282B (zh) 2012-05-04 2015-12-16 浙江大学 非线性参数变化模型辨识方法（npv）
DE102012104216A1 (de) 2012-05-15 2013-11-21 Z & J Technologies Gmbh Verfahren zur Lösung einer Steuerungsaufgabe in einer Prozessanlage
US10222769B2 (en) 2012-10-12 2019-03-05 Emerson Process Management Power & Water Solutions, Inc. Method for determining and tuning process characteristic parameters using a simulation system
CN103019267B (zh) * 2012-12-10 2016-06-22 华东交通大学 高速列车anfis建模与运行速度预测控制方法
US10418833B2 (en) 2015-10-08 2019-09-17 Con Edison Battery Storage, Llc Electrical energy storage system with cascaded frequency response optimization
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
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
WO2016010601A2 (en) * 2014-04-23 2016-01-21 The Florida State University Research Foundation, Inc. Adaptive nonlinear model predictive control using a neural network and input sampling
US10101730B2 (en) 2014-05-01 2018-10-16 Johnson Controls Technology Company Incorporating a load change penalty in central plant optimization
US10386796B2 (en) * 2014-12-11 2019-08-20 University Of New Brunswick Model predictive controller and method with correction parameter to compensate for time lag
CN105005296B (zh) * 2015-07-27 2018-07-24 浙江大学 一种基于相位斜率指标的控制过程非线性振荡回路定位方法
US10001764B2 (en) 2015-09-11 2018-06-19 Woodward, Inc. Adaptive multiple input multiple output PID control system for industrial turbines
US10190789B2 (en) 2015-09-30 2019-01-29 Johnson Controls Technology Company Central plant with coordinated HVAC equipment staging across multiple subplants
US10250039B2 (en) 2015-10-08 2019-04-02 Con Edison Battery Storage, Llc Energy storage controller with battery life model
US10283968B2 (en) 2015-10-08 2019-05-07 Con Edison Battery Storage, Llc Power control system with power setpoint adjustment based on POI power limits
US10554170B2 (en) 2015-10-08 2020-02-04 Con Edison Battery Storage, Llc Photovoltaic energy system with solar intensity prediction
US10418832B2 (en) 2015-10-08 2019-09-17 Con Edison Battery Storage, Llc Electrical energy storage system with constant state-of charge frequency response optimization
US10190793B2 (en) 2015-10-08 2019-01-29 Johnson Controls Technology Company Building management system with electrical energy storage optimization based on statistical estimates of IBDR event probabilities
US10564610B2 (en) 2015-10-08 2020-02-18 Con Edison Battery Storage, Llc Photovoltaic energy system with preemptive ramp rate control
US10742055B2 (en) 2015-10-08 2020-08-11 Con Edison Battery Storage, Llc Renewable energy system with simultaneous ramp rate control and frequency regulation
US10197632B2 (en) 2015-10-08 2019-02-05 Taurus Des, Llc Electrical energy storage system with battery power setpoint optimization using predicted values of a frequency regulation signal
US11210617B2 (en) 2015-10-08 2021-12-28 Johnson Controls Technology Company Building management system with electrical energy storage optimization based on benefits and costs of participating in PDBR and IBDR programs
US10700541B2 (en) 2015-10-08 2020-06-30 Con Edison Battery Storage, Llc Power control system with battery power setpoint optimization using one-step-ahead prediction
US10186889B2 (en) 2015-10-08 2019-01-22 Taurus Des, Llc Electrical energy storage system with variable state-of-charge frequency response optimization
US10389136B2 (en) 2015-10-08 2019-08-20 Con Edison Battery Storage, Llc Photovoltaic energy system with value function optimization
US10222427B2 (en) 2015-10-08 2019-03-05 Con Edison Battery Storage, Llc Electrical energy storage system with battery power setpoint optimization based on battery degradation costs and expected frequency response revenue
US10878140B2 (en) 2016-07-27 2020-12-29 Emerson Process Management Power & Water Solutions, Inc. Plant builder system with integrated simulation and control system configuration
US10778012B2 (en) 2016-07-29 2020-09-15 Con Edison Battery Storage, Llc Battery optimization control system with data fusion systems and methods
US10594153B2 (en) 2016-07-29 2020-03-17 Con Edison Battery Storage, Llc Frequency response optimization control system
DE102016224207A1 (de) * 2016-12-06 2018-06-07 Siemens Aktiengesellschaft Verfahren und Steuereinrichtung zum Steuern eines technischen Systems
EP3404497B1 (en) 2017-05-15 2021-11-10 Siemens Aktiengesellschaft A method and system for providing an optimized control of a complex dynamical system
CN109213057B (zh) * 2017-06-29 2021-10-26 上海微电子装备（集团）股份有限公司 智能诊断装置和方法
US10838440B2 (en) 2017-11-28 2020-11-17 Johnson Controls Technology Company Multistage HVAC system with discrete device selection prioritization
US10838441B2 (en) 2017-11-28 2020-11-17 Johnson Controls Technology Company Multistage HVAC system with modulating device demand control
WO2020034092A1 (zh) * 2018-08-14 2020-02-20 西门子股份公司 过程控制器及其方法和系统
US11159022B2 (en) 2018-08-28 2021-10-26 Johnson Controls Tyco IP Holdings LLP Building energy optimization system with a dynamically trained load prediction model
US11163271B2 (en) 2018-08-28 2021-11-02 Johnson Controls Technology Company Cloud based building energy optimization system with a dynamically trained load prediction model
DE102018133058A1 (de) * 2018-12-20 2020-06-25 Beckhoff Automation Gmbh Verfahren zum steuern eines automatisierungsprozesses in echtzeit
DE112019006928T5 (de) * 2019-03-29 2021-12-02 Mitsubishi Electric Corporation Modellprädiktive regelungsvorrichtung, modellprädiktives regelungsprogramm, modellprädiktives regelungssystem und modellprädiktives regelungsverfahren
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
US11418969B2 (en) 2021-01-15 2022-08-16 Fisher-Rosemount Systems, Inc. Suggestive device connectivity planning
CN117836728A (zh) * 2021-08-18 2024-04-05 西门子股份公司 复杂动态系统的基于显式规则的控制

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03179502A (ja) * 1989-12-08 1991-08-05 Hitachi Ltd 適応制御方法
US5353207A (en) * 1992-06-10 1994-10-04 Pavilion Technologies, Inc. Residual activation neural network
US5568378A (en) * 1994-10-24 1996-10-22 Fisher-Rosemount Systems, Inc. Variable horizon predictor for controlling dead time dominant processes, multivariable interactive processes, and processes with time variant dynamics
US5519605A (en) * 1994-10-24 1996-05-21 Olin Corporation Model predictive control apparatus and method
US6092919A (en) * 1995-08-01 2000-07-25 Guided Systems Technologies, Inc. System and method for adaptive control of uncertain nonlinear processes
US5841652A (en) * 1996-04-03 1998-11-24 Scap Europa, S.A. Adaptive-predictive control and optimization system
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
JPH11194803A (ja) * 1998-01-07 1999-07-21 Fuji Electric Co Ltd ダム出水量予測モデル構築方法及びダム出水量予測方法
KR100649387B1 (ko) * 1999-06-22 2006-11-27 브룩스 오토메이션 인코퍼레이티드 초소형전자 제조에 사용하기 위한 공정수행 간 제어기
US6445963B1 (en) 1999-10-04 2002-09-03 Fisher Rosemount Systems, Inc. Integrated advanced control blocks in process control systems
US6901300B2 (en) * 2002-02-07 2005-05-31 Fisher-Rosemount Systems, Inc.. Adaptation of advanced process control blocks in response to variable process delay
US7376472B2 (en) * 2002-09-11 2008-05-20 Fisher-Rosemount Systems, Inc. Integrated model predictive control and optimization within a process control system
EP1581840B1 (en) * 2002-12-09 2010-10-06 Rockwell Automation, Inc. A system and method of adaptive control of processes with varying dynamics
US7317953B2 (en) * 2003-12-03 2008-01-08 Fisher-Rosemount Systems, Inc. Adaptive multivariable process controller using model switching and attribute interpolation
US20070088448A1 (en) * 2005-10-19 2007-04-19 Honeywell International Inc. Predictive correlation model system

Also Published As

Publication number Publication date
GB2402499A (en) 2004-12-08
JP4781641B2 (ja) 2011-09-28
JP2005044337A (ja) 2005-02-17
GB2402499B (en) 2007-11-21
DE102004026979B4 (de) 2017-10-12
US20040249483A1 (en) 2004-12-09
DE102004026979A1 (de) 2005-02-17
CN1598720B (zh) 2011-06-29
US7272454B2 (en) 2007-09-18
GB0412431D0 (en) 2004-07-07
CN1598720A (zh) 2005-03-23

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Effective date: 20130604