CA2762484A1 - Apparatus and method for model quality estimation and model adaptation in multivariable process control - Google Patents
Apparatus and method for model quality estimation and model adaptation in multivariable process control Download PDFInfo
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- CA2762484A1 CA2762484A1 CA2762484A CA2762484A CA2762484A1 CA 2762484 A1 CA2762484 A1 CA 2762484A1 CA 2762484 A CA2762484 A CA 2762484A CA 2762484 A CA2762484 A CA 2762484A CA 2762484 A1 CA2762484 A1 CA 2762484A1
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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
- G05B13/04—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
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- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Computation (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)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US21737009P | 2009-05-29 | 2009-05-29 | |
| US61/217,370 | 2009-05-29 | ||
| PCT/US2010/035960 WO2010138452A1 (en) | 2009-05-29 | 2010-05-24 | Apparatus and method for model quality estimation and model adaptation in multivariable process control |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CA2762484A1 true CA2762484A1 (en) | 2010-12-02 |
Family
ID=42359455
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA2762484A Abandoned CA2762484A1 (en) | 2009-05-29 | 2010-05-24 | Apparatus and method for model quality estimation and model adaptation in multivariable process control |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US8560092B2 (cg-RX-API-DMAC7.html) |
| EP (1) | EP2419796B1 (cg-RX-API-DMAC7.html) |
| JP (1) | JP5734961B2 (cg-RX-API-DMAC7.html) |
| CA (1) | CA2762484A1 (cg-RX-API-DMAC7.html) |
| WO (1) | WO2010138452A1 (cg-RX-API-DMAC7.html) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110985216A (zh) * | 2019-11-19 | 2020-04-10 | 南京航空航天大学 | 一种含在线修正的航空发动机智能多变量控制方法 |
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| JPWO2008129605A1 (ja) * | 2007-03-30 | 2010-07-22 | キヤノンアネルバ株式会社 | 磁性素子の製造法 |
| US9141911B2 (en) | 2009-05-29 | 2015-09-22 | Aspen Technology, Inc. | Apparatus and method for automated data selection in model identification and adaptation in multivariable process control |
| JP6193891B2 (ja) | 2012-02-08 | 2017-09-06 | アスペン テクノロジー インコーポレイテッド | 調整可能なトレードオフ係数を用いて非干渉性の閉ループステップ試験を行う装置および方法 |
| US9923787B2 (en) * | 2012-04-27 | 2018-03-20 | International Business Machines Corporation | Network configuration predictive analytics engine |
| EP2825920B1 (en) | 2012-05-11 | 2021-01-20 | Aspen Technology Inc. | Apparatus and method for automated data selection in model identification and adaptation in multivariable process control |
| US9727035B2 (en) * | 2013-05-02 | 2017-08-08 | Aspen Technology, Inc. | Computer apparatus and method using model structure information of model predictive control |
| EP2735924A1 (en) * | 2013-05-03 | 2014-05-28 | ABB Technology Ltd | Providing improvements in relation to a model of a process |
| EP3052933B1 (en) * | 2013-10-02 | 2019-09-04 | Suri Technologies Ltd. | Patient-specific immunotherapy for treating heterogeneous tumors |
| WO2015065437A1 (en) * | 2013-10-31 | 2015-05-07 | Hewlett-Packard Development Company, L.P. | Determining model quality |
| US20150268645A1 (en) * | 2014-03-18 | 2015-09-24 | Honeywell Asca Inc. | Method and apparatus for specifying and visualizing robust tuning of model-based controllers |
| US9733627B2 (en) * | 2014-08-13 | 2017-08-15 | Honeywell International Inc. | Cloud computing system and method for advanced process control |
| US9733628B2 (en) * | 2014-08-13 | 2017-08-15 | Honeywell International Inc. | System and method for advanced process control |
| WO2016191849A1 (en) * | 2015-06-03 | 2016-12-08 | HONEYWELL LIMITED/HONEYWELL LlMITEE | Method and apparatus for robust tuning of model-based process controllers used with uncertain multiple-input, multiple-output (mimo) processes |
| JP6996982B2 (ja) | 2015-06-05 | 2022-01-17 | シエル・インターナシヨネイル・リサーチ・マーチヤツピイ・ベー・ウイ | モデル予測推定アプリケーションおよび制御アプリケーションでモデル用バックグラウンド要素の切替を行うためのシステムならびに方法 |
| JP6579163B2 (ja) * | 2016-07-06 | 2019-09-25 | Ｊｆｅスチール株式会社 | プロセスの状態診断方法及び状態診断装置 |
| US10643167B2 (en) * | 2016-07-28 | 2020-05-05 | Honeywell International Inc. | MPC with unconstrained dependent variables for KPI performance analysis |
| US11449046B2 (en) | 2016-09-16 | 2022-09-20 | Honeywell Limited | Model-plant mismatch detection with support vector machine for cross-directional process behavior monitoring |
| US10761522B2 (en) | 2016-09-16 | 2020-09-01 | Honeywell Limited | Closed-loop model parameter identification techniques for industrial model-based process controllers |
| US10809674B2 (en) | 2016-09-16 | 2020-10-20 | Honeywell Limited | Model-plant mismatch detection using model parameter data clustering for paper machines or other systems |
| US10423186B2 (en) | 2016-09-29 | 2019-09-24 | Enel X North America, Inc. | Building control system including automated validation, estimation, and editing rules configuration engine |
| US10170910B2 (en) * | 2016-09-29 | 2019-01-01 | Enel X North America, Inc. | Energy baselining system including automated validation, estimation, and editing rules configuration engine |
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| US10191506B2 (en) | 2016-09-29 | 2019-01-29 | Enel X North America, Inc. | Demand response dispatch prediction system including automated validation, estimation, and editing rules configuration engine |
| US10291022B2 (en) | 2016-09-29 | 2019-05-14 | Enel X North America, Inc. | Apparatus and method for automated configuration of estimation rules in a network operations center |
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| US10298012B2 (en) | 2016-09-29 | 2019-05-21 | Enel X North America, Inc. | Network operations center including automated validation, estimation, and editing configuration engine |
| US10281902B2 (en) | 2016-11-01 | 2019-05-07 | Xometry, Inc. | Methods and apparatus for machine learning predictions of manufacture processes |
| CN110178236B (zh) * | 2017-01-24 | 2023-09-26 | 国立大学法人东北大学 | 隧道磁阻元件的制造方法 |
| JP6928119B2 (ja) | 2017-06-02 | 2021-09-01 | アスペン テクノロジー インコーポレイテッド | 予測推論モデルをオンラインで構築し配備するコンピュータシステム及び方法 |
| US10761496B2 (en) | 2017-06-12 | 2020-09-01 | Honeywell International Inc. | Apparatus and method for identifying impacts and causes of variability or control giveaway on model-based controller performance |
| US10061300B1 (en) | 2017-09-29 | 2018-08-28 | Xometry, Inc. | Methods and apparatus for machine learning predictions and multi-objective optimization of manufacturing processes |
| CN109725526B (zh) * | 2017-10-31 | 2020-12-25 | 中国科学院沈阳自动化研究所 | 一种多变量半自适应预测控制方法 |
| CN108828941B (zh) * | 2018-06-15 | 2021-11-12 | 北京空天技术研究所 | 基于参数辨识的分离控制方法 |
| US11934159B2 (en) | 2018-10-30 | 2024-03-19 | Aspentech Corporation | Apparatus and methods for non-invasive closed loop step testing with controllable optimization relaxation |
| US11853032B2 (en) | 2019-05-09 | 2023-12-26 | Aspentech Corporation | Combining machine learning with domain knowledge and first principles for modeling in the process industries |
| 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 |
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| JP7288868B2 (ja) | 2020-01-31 | 2023-06-08 | 株式会社日立製作所 | モデル更新装置及び方法並びにプロセス制御システム |
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| CN114036832B (zh) * | 2021-11-04 | 2025-01-03 | 奥星制药设备（石家庄）有限公司 | 一种基于大数据的批次过程建模与最终产品质量预测方法 |
| US20240004356A1 (en) * | 2022-06-30 | 2024-01-04 | Aspentech Corporation | System and method for building and deploying a sustainable dynamic reduced-order model (sdrom) for an industrial process |
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| CN119004033B (zh) * | 2024-08-22 | 2025-09-19 | 合肥工业大学 | 基于物理信息和证据学习的动态测量不确定度量化方法 |
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| JP3214636B2 (ja) * | 1992-12-16 | 2001-10-02 | 横河電機株式会社 | 多変数制御調節計 |
| US6947876B1 (en) * | 1999-11-11 | 2005-09-20 | Tokyo Electron Limited | Method for automated system identification |
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| US6937966B1 (en) * | 2000-06-09 | 2005-08-30 | International Business Machines Corporation | System and method for on-line adaptive prediction using dynamic management of multiple sub-models |
| CA2696152A1 (en) * | 2000-06-29 | 2002-01-10 | Aspen Technology, Inc. | Computer method and apparatus for constraining a non-linear approximator of an empirical process |
| US7209793B2 (en) * | 2000-07-12 | 2007-04-24 | Aspen Technology, Inc. | Automated closed loop step testing of process units |
| WO2002005042A2 (en) * | 2000-07-12 | 2002-01-17 | Aspen Technology, Inc. | Automated closed loop step testing of process units |
| SE522691C3 (sv) * | 2002-06-12 | 2004-04-07 | Abb Ab | Dynamisk on-line-optimering av produktionsprocesser |
| US7213007B2 (en) * | 2002-12-24 | 2007-05-01 | Caterpillar Inc | Method for forecasting using a genetic algorithm |
| US7317953B2 (en) * | 2003-12-03 | 2008-01-08 | Fisher-Rosemount Systems, Inc. | Adaptive multivariable process controller using model switching and attribute interpolation |
| US20060111858A1 (en) * | 2004-11-22 | 2006-05-25 | Yucai Zhu | Computer method and apparatus for online process identification |
| US7421374B2 (en) * | 2005-11-17 | 2008-09-02 | Honeywell International Inc. | Apparatus and method for analyzing model quality in a process control environment |
| US20070225835A1 (en) * | 2006-03-23 | 2007-09-27 | Yucai Zhu | Computer method and apparatus for adaptive model predictive control |
| US20080243289A1 (en) * | 2007-03-28 | 2008-10-02 | Honeywell International, Inc. | Model maintenance architecture for advanced process control |
-
2010
- 2010-05-24 US US12/786,052 patent/US8560092B2/en active Active
- 2010-05-24 CA CA2762484A patent/CA2762484A1/en not_active Abandoned
- 2010-05-24 JP JP2012513153A patent/JP5734961B2/ja active Active
- 2010-05-24 EP EP10731850.3A patent/EP2419796B1/en active Active
- 2010-05-24 WO PCT/US2010/035960 patent/WO2010138452A1/en not_active Ceased
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110985216A (zh) * | 2019-11-19 | 2020-04-10 | 南京航空航天大学 | 一种含在线修正的航空发动机智能多变量控制方法 |
| CN110985216B (zh) * | 2019-11-19 | 2022-06-28 | 南京航空航天大学 | 一种含在线修正的航空发动机智能多变量控制方法 |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2010138452A8 (en) | 2011-08-11 |
| EP2419796B1 (en) | 2016-09-07 |
| WO2010138452A1 (en) | 2010-12-02 |
| JP5734961B2 (ja) | 2015-06-17 |
| US8560092B2 (en) | 2013-10-15 |
| EP2419796A1 (en) | 2012-02-22 |
| US20110130850A1 (en) | 2011-06-02 |
| JP2012528392A (ja) | 2012-11-12 |
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| FZDE | Dead |
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