ATE529801T1 - Adaptiver multivariabler mpc-controller - Google Patents
Adaptiver multivariabler mpc-controllerInfo
- Publication number
- ATE529801T1 ATE529801T1 AT06802076T AT06802076T ATE529801T1 AT E529801 T1 ATE529801 T1 AT E529801T1 AT 06802076 T AT06802076 T AT 06802076T AT 06802076 T AT06802076 T AT 06802076T AT E529801 T1 ATE529801 T1 AT E529801T1
- Authority
- AT
- Austria
- Prior art keywords
- mpc controller
- controller
- adaptive multivariable
- multivariable mpc
- pid controllers
- Prior art date
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
-
- 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
- G05B11/00—Automatic controllers
- G05B11/01—Automatic controllers electric
- G05B11/32—Automatic controllers electric with inputs from more than one sensing element; with outputs to more than one correcting element
-
- 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
- G05B11/00—Automatic controllers
- G05B11/01—Automatic controllers electric
- G05B11/36—Automatic controllers electric with provision for obtaining particular characteristics, e.g. proportional, integral, differential
- G05B11/42—Automatic 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.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US11/212,252 US7447554B2 (en) | 2005-08-26 | 2005-08-26 | Adaptive multivariable MPC controller |
PCT/US2006/032753 WO2007024847A2 (en) | 2005-08-26 | 2006-08-23 | Adaptive multivariable mpc controller |
Publications (1)
Publication Number | Publication Date |
---|---|
ATE529801T1 true ATE529801T1 (de) | 2011-11-15 |
Family
ID=37772281
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AT06802076T ATE529801T1 (de) | 2005-08-26 | 2006-08-23 | Adaptiver multivariabler mpc-controller |
Country Status (8)
Country | Link |
---|---|
US (1) | US7447554B2 (de) |
EP (1) | EP1917563B1 (de) |
JP (1) | JP5005695B2 (de) |
KR (1) | KR20080042138A (de) |
AT (1) | ATE529801T1 (de) |
CA (1) | CA2620315C (de) |
ES (1) | ES2375837T3 (de) |
WO (1) | WO2007024847A2 (de) |
Families Citing this family (43)
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US20060010946A1 (en) * | 2004-07-15 | 2006-01-19 | Midwestern Bio-Ag Products & Services, Inc. | Pelleted organic calcium phosphate compositions |
US7467614B2 (en) | 2004-12-29 | 2008-12-23 | Honeywell International Inc. | Pedal position and/or pedal change rate for use in control of an engine |
US7389773B2 (en) | 2005-08-18 | 2008-06-24 | Honeywell International Inc. | Emissions sensors for fuel control in engines |
US7447554B2 (en) | 2005-08-26 | 2008-11-04 | Cutler Technology Corporation | Adaptive multivariable MPC controller |
EP1979794A4 (de) * | 2006-02-03 | 2010-03-17 | Rech 2000 Inc | Intelligentes überwachungssystem und verfahren zum aufbau prädiktiver modelle und zum detektieren von anomalien |
US20070225835A1 (en) * | 2006-03-23 | 2007-09-27 | Yucai Zhu | Computer method and apparatus for adaptive model predictive control |
US7797063B2 (en) * | 2006-08-24 | 2010-09-14 | Exxonmobil Research And Engineering Company | Method for model gain matrix modification |
EP2057512B1 (de) * | 2006-08-24 | 2013-09-18 | ExxonMobil Research and Engineering Company | Verfahren zur modellverstärkungsmatrixmodifikation |
US7599751B2 (en) | 2006-10-13 | 2009-10-06 | Cutler Technology Corporation | Adaptive multivariable MPC controller with LP constraints |
US7987145B2 (en) * | 2008-03-19 | 2011-07-26 | Honeywell Internationa | Target trajectory generator for predictive control of nonlinear systems using extended Kalman filter |
US8332057B2 (en) * | 2008-03-20 | 2012-12-11 | University Of New Brunswick | Method of multi-dimensional nonlinear control |
WO2009120362A2 (en) * | 2008-03-26 | 2009-10-01 | Fakhruddin T Attarwala | Universal model predictive controller |
US8060290B2 (en) | 2008-07-17 | 2011-11-15 | Honeywell International Inc. | Configurable automotive controller |
US8145329B2 (en) * | 2009-06-02 | 2012-03-27 | Honeywell International Inc. | Method and system for combining feedback and feedforward in model predictive control |
US8620461B2 (en) | 2009-09-24 | 2013-12-31 | Honeywell International, Inc. | Method and system for updating tuning parameters of a controller |
US8504175B2 (en) | 2010-06-02 | 2013-08-06 | Honeywell International Inc. | Using model predictive control to optimize variable trajectories and system control |
EP2457444B1 (de) * | 2010-11-29 | 2018-04-25 | Albert Handtmann Maschinenfabrik GmbH & Co. KG | Skalierbare Maschine und Verfahren zu ihrem Betrieb |
US10203667B2 (en) | 2011-09-01 | 2019-02-12 | Honeywell International Inc. | Apparatus and method for predicting windup and improving process control in an industrial process control system |
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 |
US9008807B2 (en) * | 2012-05-25 | 2015-04-14 | Statistics & Control, Inc. | Method of large scale process optimization and optimal planning based on real time dynamic simulation |
US9147153B2 (en) | 2012-11-06 | 2015-09-29 | Rockwell Automation Technologies, Inc. | Empirical modeling with globally enforced general constraints |
US9727035B2 (en) * | 2013-05-02 | 2017-08-08 | Aspen Technology, Inc. | Computer apparatus and method using model structure information of model predictive control |
US9983554B2 (en) | 2014-11-25 | 2018-05-29 | Mitsubishi Electric Research Laboratories, Inc. | Model predictive control with uncertainties |
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 |
US10281897B2 (en) | 2015-06-02 | 2019-05-07 | Mitsubishi Electric Research Laboratories, Inc. | Model predictive control with uncertainties |
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 |
EP3482261B1 (de) * | 2016-07-07 | 2021-05-05 | Aspen Technology Inc. | Computersystem und verfahren zum dynamischen aufbau und online-einsatz eines betriebszentrierten erstprinzipien-prozessmodells für prädiktive analytik |
WO2018101918A1 (en) | 2016-11-29 | 2018-06-07 | Honeywell International Inc. | An inferential flow sensor |
CN106950051B (zh) * | 2017-03-29 | 2023-08-25 | 中北大学 | 一种基于阀门流量特性测试的过程控制多功能实验装置 |
US11057213B2 (en) | 2017-10-13 | 2021-07-06 | Garrett Transportation I, Inc. | Authentication system for electronic control unit on a bus |
US11934159B2 (en) | 2018-10-30 | 2024-03-19 | Aspentech Corporation | Apparatus and methods for non-invasive closed loop step testing with controllable optimization relaxation |
JP7460657B2 (ja) | 2019-05-09 | 2024-04-02 | アスペンテック・コーポレーション | 機械学習を専門知識及び第一原理と組み合わせて行うプロセス産業のモデリング |
US11782401B2 (en) | 2019-08-02 | 2023-10-10 | Aspentech Corporation | Apparatus and methods to build deep learning controller using non-invasive closed loop exploration |
WO2021076760A1 (en) | 2019-10-18 | 2021-04-22 | Aspen Technology, Inc. | System and methods for automated model development from plant historical data for advanced process control |
US11630446B2 (en) | 2021-02-16 | 2023-04-18 | Aspentech Corporation | Reluctant first principles models |
Family Cites Families (16)
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JPS53125739A (en) | 1977-04-08 | 1978-11-02 | Mitsubishi Electric Corp | Operation simulator |
US4349869A (en) * | 1979-10-01 | 1982-09-14 | Shell Oil Company | Dynamic matrix control method |
US4347302A (en) | 1980-06-06 | 1982-08-31 | Alexander Gotman | Process for applying a thin coating in liquid form and subsequently drying it |
US4616308A (en) * | 1983-11-15 | 1986-10-07 | Shell Oil Company | Dynamic process control |
WO1992014197A1 (en) | 1991-02-08 | 1992-08-20 | Kabushiki Kaisha Toshiba | Model forecasting controller |
US5740033A (en) | 1992-10-13 | 1998-04-14 | The Dow Chemical Company | Model predictive controller |
US5519605A (en) * | 1994-10-24 | 1996-05-21 | Olin Corporation | Model predictive control apparatus and method |
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 |
US5566065A (en) | 1994-11-01 | 1996-10-15 | The Foxboro Company | Method and apparatus for controlling multivariable nonlinear processes |
US6088630A (en) | 1997-11-19 | 2000-07-11 | Olin Corporation | Automatic control system for unit operation |
US7209793B2 (en) * | 2000-07-12 | 2007-04-24 | Aspen Technology, Inc. | Automated closed loop step testing of process units |
US6980938B2 (en) * | 2002-01-10 | 2005-12-27 | Cutler Technology Corporation | Method for removal of PID dynamics from MPC models |
JP4722461B2 (ja) | 2003-12-03 | 2011-07-13 | フィッシャー−ローズマウント システムズ, インコーポレイテッド | モデルスイッチングおよび属性補間を用いた適応型多変数プロセスコントローラ |
US7187989B2 (en) * | 2003-12-22 | 2007-03-06 | Fakhruddin T Attarwala | Use of core process models in model predictive controller |
US7444193B2 (en) * | 2005-06-15 | 2008-10-28 | Cutler Technology Corporation San Antonio Texas (Us) | On-line dynamic advisor from MPC models |
US7447554B2 (en) | 2005-08-26 | 2008-11-04 | Cutler Technology Corporation | Adaptive multivariable MPC controller |
-
2005
- 2005-08-26 US US11/212,252 patent/US7447554B2/en active Active
-
2006
- 2006-08-23 ES ES06802076T patent/ES2375837T3/es active Active
- 2006-08-23 JP JP2008528065A patent/JP5005695B2/ja not_active Expired - Fee Related
- 2006-08-23 CA CA2620315A patent/CA2620315C/en not_active Expired - Fee Related
- 2006-08-23 AT AT06802076T patent/ATE529801T1/de not_active IP Right Cessation
- 2006-08-23 EP EP06802076A patent/EP1917563B1/de not_active Not-in-force
- 2006-08-23 WO PCT/US2006/032753 patent/WO2007024847A2/en active Application Filing
- 2006-08-23 KR KR1020087006822A patent/KR20080042138A/ko not_active Application Discontinuation
Also Published As
Publication number | Publication date |
---|---|
US20070050053A1 (en) | 2007-03-01 |
WO2007024847A2 (en) | 2007-03-01 |
EP1917563A4 (de) | 2010-02-10 |
KR20080042138A (ko) | 2008-05-14 |
ES2375837T3 (es) | 2012-03-06 |
US7447554B2 (en) | 2008-11-04 |
CA2620315C (en) | 2015-07-07 |
JP5005695B2 (ja) | 2012-08-22 |
JP2009509217A (ja) | 2009-03-05 |
WO2007024847A3 (en) | 2009-05-07 |
CA2620315A1 (en) | 2007-03-01 |
EP1917563B1 (de) | 2011-10-19 |
EP1917563A2 (de) | 2008-05-07 |
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Legal Events
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RER | Ceased as to paragraph 5 lit. 3 law introducing patent treaties |