DE602006009696D1 - Verfahren und vorrichtung zur analyse der modellqualität in einer prozesssteuerungsumgebung - Google Patents
Verfahren und vorrichtung zur analyse der modellqualität in einer prozesssteuerungsumgebungInfo
- Publication number
- DE602006009696D1 DE602006009696D1 DE602006009696T DE602006009696T DE602006009696D1 DE 602006009696 D1 DE602006009696 D1 DE 602006009696D1 DE 602006009696 T DE602006009696 T DE 602006009696T DE 602006009696 T DE602006009696 T DE 602006009696T DE 602006009696 D1 DE602006009696 D1 DE 602006009696D1
- Authority
- DE
- Germany
- Prior art keywords
- analysis
- process control
- control environment
- model quality
- quality
- 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
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
- G05B17/00—Systems involving the use of models or simulators of said systems
- G05B17/02—Systems involving the use of models or simulators of said systems electric
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Feedback Control In General (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US11/281,277 US7421374B2 (en) | 2005-11-17 | 2005-11-17 | Apparatus and method for analyzing model quality in a process control environment |
PCT/US2006/043995 WO2007061665A1 (en) | 2005-11-17 | 2006-11-13 | Apparatus and method for analyzing model quality in a process control environment |
Publications (1)
Publication Number | Publication Date |
---|---|
DE602006009696D1 true DE602006009696D1 (de) | 2009-11-19 |
Family
ID=37776599
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE602006009696T Active DE602006009696D1 (de) | 2005-11-17 | 2006-11-13 | Verfahren und vorrichtung zur analyse der modellqualität in einer prozesssteuerungsumgebung |
Country Status (6)
Country | Link |
---|---|
US (1) | US7421374B2 (de) |
EP (1) | EP1949187B1 (de) |
JP (1) | JP2009516301A (de) |
CN (1) | CN101361029B (de) |
DE (1) | DE602006009696D1 (de) |
WO (1) | WO2007061665A1 (de) |
Families Citing this family (44)
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US7412842B2 (en) | 2004-04-27 | 2008-08-19 | Emerson Climate Technologies, Inc. | Compressor diagnostic and protection system |
US7444197B2 (en) * | 2004-05-06 | 2008-10-28 | Smp Logic Systems Llc | Methods, systems, and software program for validation and monitoring of pharmaceutical manufacturing processes |
US7275377B2 (en) | 2004-08-11 | 2007-10-02 | Lawrence Kates | Method and apparatus for monitoring refrigerant-cycle systems |
US8145463B2 (en) * | 2005-09-15 | 2012-03-27 | Schlumberger Technology Corporation | Gas reservoir evaluation and assessment tool method and apparatus and program storage device |
US8590325B2 (en) | 2006-07-19 | 2013-11-26 | Emerson Climate Technologies, Inc. | Protection and diagnostic module for a refrigeration system |
US20080216494A1 (en) | 2006-09-07 | 2008-09-11 | Pham Hung M | Compressor data module |
US20090037142A1 (en) | 2007-07-30 | 2009-02-05 | Lawrence Kates | Portable method and apparatus for monitoring refrigerant-cycle systems |
US8244509B2 (en) * | 2007-08-01 | 2012-08-14 | Schlumberger Technology Corporation | Method for managing production from a hydrocarbon producing reservoir in real-time |
US9140728B2 (en) | 2007-11-02 | 2015-09-22 | Emerson Climate Technologies, Inc. | Compressor sensor module |
US9526487B2 (en) * | 2007-12-05 | 2016-12-27 | Indiana University Research & Technology Corporation | Methods and apparatuses for delivering anchoring devices into body passage walls |
US9618037B2 (en) | 2008-08-01 | 2017-04-11 | Honeywell International Inc. | Apparatus and method for identifying health indicators for rolling element bearings |
US7779702B2 (en) * | 2008-11-03 | 2010-08-24 | Rosemount Inc. | Flow disturbance compensation for magnetic flowmeter |
NL2002209C2 (en) * | 2008-11-14 | 2010-05-17 | Asco Controls Bv | Solenoid valve with sensor for determining stroke, velocities and/or accelerations of a moveable core of the valve as indication of failure modus and health status. |
US7945397B2 (en) * | 2009-04-02 | 2011-05-17 | Honeywell International Inc. | System and method for gearbox health monitoring |
US8620622B2 (en) * | 2009-04-02 | 2013-12-31 | Honeywell International Inc. | System and method for determining health indicators for impellers |
US8958995B2 (en) | 2009-04-02 | 2015-02-17 | Honeywell International Inc. | System and method for monitoring rotating and reciprocating machinery |
EP2419796B1 (de) * | 2009-05-29 | 2016-09-07 | Aspen Technology, Inc. | Vorrichtung und verfahren zur modellqualitätsschätzung und modeladaption bei einer multivariablen prozesssteuerung |
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 |
US8473252B2 (en) | 2010-06-09 | 2013-06-25 | Honeywell International Inc. | System and method for conflict resolution to support simultaneous monitoring of multiple subsystems |
US8896437B2 (en) | 2011-01-24 | 2014-11-25 | Honeywell International Inc. | Asset-specific equipment health monitoring (EHM) for industrial equipment using standardized asset models |
US9285802B2 (en) | 2011-02-28 | 2016-03-15 | Emerson Electric Co. | Residential solutions HVAC monitoring and diagnosis |
US9310790B2 (en) | 2011-05-23 | 2016-04-12 | Honeywell International Inc. | Large-scale comprehensive real-time monitoring framework for industrial facilities |
US8606407B2 (en) * | 2011-06-20 | 2013-12-10 | Schneider Electric Buildings, Llc | Energy management application server and processes |
JP5469131B2 (ja) * | 2011-07-19 | 2014-04-09 | 株式会社日立製作所 | プラントの診断方法及び装置。 |
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 |
US8964338B2 (en) | 2012-01-11 | 2015-02-24 | Emerson Climate Technologies, Inc. | System and method for compressor motor protection |
WO2013119665A1 (en) | 2012-02-08 | 2013-08-15 | Aspen Technology, Inc. | Apparatus and methods for non-invasive closed loop step testing using a tunable trade-off factor |
US8963733B2 (en) | 2012-02-13 | 2015-02-24 | Honeywell International Inc. | System and method for blind fault detection for rotating machinery |
US9310439B2 (en) | 2012-09-25 | 2016-04-12 | Emerson Climate Technologies, Inc. | Compressor having a control and diagnostic module |
JP5696171B2 (ja) * | 2013-03-14 | 2015-04-08 | 株式会社東芝 | 制御パラメータ調整方法、制御パラメータ調整システム及び制御パラメータ設定装置 |
US9803902B2 (en) | 2013-03-15 | 2017-10-31 | Emerson Climate Technologies, Inc. | System for refrigerant charge verification using two condenser coil temperatures |
AU2014229103B2 (en) | 2013-03-15 | 2016-12-08 | Emerson Electric Co. | HVAC system remote monitoring and diagnosis |
US9551504B2 (en) | 2013-03-15 | 2017-01-24 | Emerson Electric Co. | HVAC system remote monitoring and diagnosis |
EP2981772B1 (de) | 2013-04-05 | 2022-01-12 | Emerson Climate Technologies, Inc. | Wärmepumpensystem mit kühlmittelladungsdiagnostik |
CN105807611B (zh) * | 2016-03-05 | 2018-06-12 | 华中科技大学 | 一种闭环控制系统的模型与对象不匹配的检测方法 |
CN105700358B (zh) * | 2016-03-14 | 2018-06-12 | 华中科技大学 | 一种带漂移干扰的模型预测控制器的建模质量监控方法 |
US10678195B2 (en) | 2017-06-12 | 2020-06-09 | Honeywell International Inc. | Apparatus and method for identifying, visualizing, and triggering workflows from auto-suggested actions to reclaim lost benefits of model-based industrial process controllers |
US10976712B2 (en) | 2018-02-05 | 2021-04-13 | Honeywell International Inc. | Method and system to provide cost of lost opportunity to operators in real time using advance process control |
US11934159B2 (en) | 2018-10-30 | 2024-03-19 | Aspentech Corporation | Apparatus and methods for non-invasive closed loop step testing with controllable optimization relaxation |
WO2020227383A1 (en) | 2019-05-09 | 2020-11-12 | Aspen Technology, Inc. | 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 |
US11947339B2 (en) | 2019-10-30 | 2024-04-02 | Honeywell International Inc. | Plant-wide optimization including batch operations |
US11630446B2 (en) | 2021-02-16 | 2023-04-18 | Aspentech Corporation | Reluctant first principles models |
Family Cites Families (23)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5262958A (en) * | 1991-04-05 | 1993-11-16 | Texas Instruments Incorporated | Spline-wavelet signal analyzers and methods for processing signals |
DE4224379C2 (de) * | 1992-07-06 | 1998-05-20 | Krohne Messtechnik Kg | Massendurchflußmeßgerät |
US5594180A (en) * | 1994-08-12 | 1997-01-14 | Micro Motion, Inc. | Method and apparatus for fault detection and correction in Coriolis effect mass flowmeters |
DE4433543C1 (de) * | 1994-09-20 | 1995-12-21 | Sonplas Gmbh Planung Montage U | Verfahren zur Einstellung und Überprüfung des Durchflusses bei Ventilen |
US5646600A (en) * | 1995-01-12 | 1997-07-08 | General Electric Company | Instrument for detecting potential future failures of valves in critical control systems |
US5616824A (en) * | 1995-08-21 | 1997-04-01 | General Electric Company | Instrument for detecting potential future failures of valves in critical control systems |
US6654697B1 (en) * | 1996-03-28 | 2003-11-25 | Rosemount Inc. | Flow measurement with diagnostics |
JP3254624B2 (ja) * | 1996-05-31 | 2002-02-12 | 株式会社山武 | スティックスリップ検出方法および検出装置 |
US5691914A (en) * | 1996-07-24 | 1997-11-25 | American Sigma, Inc. | Fluid flow measurement correcting system, and methods of constructing and utilizing same |
US5966674A (en) * | 1997-04-09 | 1999-10-12 | Westinghouse Air Brake Company | Flow signal filter |
US6408676B1 (en) * | 1999-03-31 | 2002-06-25 | Caterpillar Inc. | Method and apparatus for determining the status of a relief valve |
US7010459B2 (en) * | 1999-06-25 | 2006-03-07 | Rosemount Inc. | Process device diagnostics using process variable sensor signal |
US6441744B1 (en) * | 1999-06-29 | 2002-08-27 | Fisher Controls International, Inc. | Regulator diagnostics system and method |
US6505517B1 (en) * | 1999-07-23 | 2003-01-14 | Rosemount Inc. | High accuracy signal processing for magnetic flowmeter |
DE19947129A1 (de) * | 1999-09-30 | 2001-04-05 | Siemens Ag | Diagnosesystem und -verfahren, insbesondere für ein Ventil |
US6957172B2 (en) * | 2000-03-09 | 2005-10-18 | Smartsignal Corporation | Complex signal decomposition and modeling |
US6735549B2 (en) * | 2001-03-28 | 2004-05-11 | Westinghouse Electric Co. Llc | Predictive maintenance display system |
US6725167B2 (en) * | 2002-01-16 | 2004-04-20 | Fisher Controls International Llc | Flow measurement module and method |
US7274995B2 (en) * | 2003-11-19 | 2007-09-25 | Honeywell International Inc. | Apparatus and method for identifying possible defect indicators for a valve |
US7412472B2 (en) * | 2003-11-21 | 2008-08-12 | Honeywell International Inc. | Apparatus and method for filtering a signal |
US7734451B2 (en) * | 2005-10-18 | 2010-06-08 | Honeywell International Inc. | System, method, and computer program for early event detection |
US7257501B2 (en) * | 2005-11-17 | 2007-08-14 | Honeywell International Inc. | Apparatus and method for identifying informative data in a process control environment |
US8711249B2 (en) * | 2007-03-29 | 2014-04-29 | Sony Corporation | Method of and apparatus for image denoising |
-
2005
- 2005-11-17 US US11/281,277 patent/US7421374B2/en active Active
-
2006
- 2006-11-13 EP EP06837448A patent/EP1949187B1/de not_active Expired - Fee Related
- 2006-11-13 WO PCT/US2006/043995 patent/WO2007061665A1/en active Application Filing
- 2006-11-13 DE DE602006009696T patent/DE602006009696D1/de active Active
- 2006-11-13 CN CN2006800512802A patent/CN101361029B/zh not_active Expired - Fee Related
- 2006-11-13 JP JP2008541252A patent/JP2009516301A/ja not_active Withdrawn
Also Published As
Publication number | Publication date |
---|---|
CN101361029B (zh) | 2010-12-01 |
EP1949187A1 (de) | 2008-07-30 |
JP2009516301A (ja) | 2009-04-16 |
WO2007061665A1 (en) | 2007-05-31 |
CN101361029A (zh) | 2009-02-04 |
EP1949187B1 (de) | 2009-10-07 |
US20070112442A1 (en) | 2007-05-17 |
US7421374B2 (en) | 2008-09-02 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
8364 | No opposition during term of opposition |