DE69033328T2 - Unterstützungsverfahren und -vorrichtung für den Betrieb einer Anlage - Google Patents
Unterstützungsverfahren und -vorrichtung für den Betrieb einer AnlageInfo
- Publication number
- DE69033328T2 DE69033328T2 DE69033328T DE69033328T DE69033328T2 DE 69033328 T2 DE69033328 T2 DE 69033328T2 DE 69033328 T DE69033328 T DE 69033328T DE 69033328 T DE69033328 T DE 69033328T DE 69033328 T2 DE69033328 T2 DE 69033328T2
- Authority
- DE
- Germany
- Prior art keywords
- plant
- operating
- support method
- support
- 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.)
- Expired - Fee Related
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
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F1/00—Treatment of water, waste water, or sewage
- C02F1/008—Control or steering systems not provided for elsewhere in subclass C02F
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F1/00—Treatment of water, waste water, or sewage
- C02F1/52—Treatment of water, waste water, or sewage by flocculation or precipitation of suspended impurities
- C02F1/5236—Treatment of water, waste water, or sewage by flocculation or precipitation of suspended impurities using inorganic agents
- C02F1/5245—Treatment of water, waste water, or sewage by flocculation or precipitation of suspended impurities using inorganic agents using basic salts, e.g. of aluminium and iron
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F1/00—Treatment of water, waste water, or sewage
- C02F1/72—Treatment of water, waste water, or sewage by oxidation
- C02F1/76—Treatment of water, waste water, or sewage by oxidation with halogens or compounds of halogens
-
- 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
- G05B13/0285—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 and fuzzy logic
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F1/00—Treatment of water, waste water, or sewage
- C02F1/66—Treatment of water, waste water, or sewage by neutralisation; pH adjustment
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F1/00—Treatment of water, waste water, or sewage
- C02F2001/007—Processes including a sedimentation step
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2209/00—Controlling or monitoring parameters in water treatment
- C02F2209/02—Temperature
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2209/00—Controlling or monitoring parameters in water treatment
- C02F2209/05—Conductivity or salinity
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2209/00—Controlling or monitoring parameters in water treatment
- C02F2209/06—Controlling or monitoring parameters in water treatment pH
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2209/00—Controlling or monitoring parameters in water treatment
- C02F2209/07—Alkalinity
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2209/00—Controlling or monitoring parameters in water treatment
- C02F2209/11—Turbidity
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2209/00—Controlling or monitoring parameters in water treatment
- C02F2209/29—Chlorine compounds
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2209/00—Controlling or monitoring parameters in water treatment
- C02F2209/42—Liquid level
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F2303/00—Specific treatment goals
- C02F2303/04—Disinfection
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02W—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO WASTEWATER TREATMENT OR WASTE MANAGEMENT
- Y02W10/00—Technologies for wastewater treatment
- Y02W10/30—Wastewater or sewage treatment systems using renewable energies
- Y02W10/37—Wastewater or sewage treatment systems using renewable energies using solar energy
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/902—Application using ai with detail of the ai system
- Y10S706/903—Control
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/902—Application using ai with detail of the ai system
- Y10S706/903—Control
- Y10S706/906—Process plant
Landscapes
- Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Chemical & Material Sciences (AREA)
- Software Systems (AREA)
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Organic Chemistry (AREA)
- Water Supply & Treatment (AREA)
- Environmental & Geological Engineering (AREA)
- Hydrology & Water Resources (AREA)
- Medical Informatics (AREA)
- Automation & Control Theory (AREA)
- General Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Mathematical Physics (AREA)
- Fuzzy Systems (AREA)
- Inorganic Chemistry (AREA)
- Feedback Control In General (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP5775989 | 1989-03-13 | ||
JP1194898A JP2533942B2 (ja) | 1989-03-13 | 1989-07-27 | 知識抽出方法およびプロセス運転支援システム |
Publications (2)
Publication Number | Publication Date |
---|---|
DE69033328D1 DE69033328D1 (de) | 1999-11-18 |
DE69033328T2 true DE69033328T2 (de) | 2000-05-31 |
Family
ID=26398833
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE69033328T Expired - Fee Related DE69033328T2 (de) | 1989-03-13 | 1990-03-13 | Unterstützungsverfahren und -vorrichtung für den Betrieb einer Anlage |
DE69032557T Expired - Fee Related DE69032557T2 (de) | 1989-03-13 | 1990-03-13 | Verfahren und system zur regelung eines verfahrens |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE69032557T Expired - Fee Related DE69032557T2 (de) | 1989-03-13 | 1990-03-13 | Verfahren und system zur regelung eines verfahrens |
Country Status (6)
Country | Link |
---|---|
US (3) | US5774633A (de) |
EP (2) | EP0432267B1 (de) |
JP (4) | JP2533942B2 (de) |
KR (1) | KR940005029B1 (de) |
DE (2) | DE69033328T2 (de) |
WO (1) | WO1990010898A1 (de) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102007001025A1 (de) * | 2007-01-02 | 2008-07-03 | Siemens Ag | Verfahren zur rechnergestützten Steuerung und/oder Regelung eines technischen Systems |
Families Citing this family (103)
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JPH048639A (ja) * | 1990-04-25 | 1992-01-13 | Mitsubishi Electric Corp | 自動車運転装置 |
JP2605505B2 (ja) * | 1991-07-04 | 1997-04-30 | 株式会社日立製作所 | プロセス運転支援ルール獲得システム、プロセス運転支援システム、プロセス運転制御システム及びプロセス運転支援ルール獲得方法 |
JPH05127706A (ja) * | 1991-10-31 | 1993-05-25 | Toshiba Corp | ニユーラルネツト型シミユレータ |
JPH05334309A (ja) * | 1992-05-29 | 1993-12-17 | Fujitsu Ltd | 債券格付け決定装置及び財務コンサルティング方法 |
US5477444A (en) * | 1992-09-14 | 1995-12-19 | Bhat; Naveen V. | Control system using an adaptive neural network for target and path optimization for a multivariable, nonlinear process |
DE4304676C1 (de) * | 1993-02-16 | 1994-06-23 | Optum Umwelttech Gmbh | Verfahren zum Betrieb einer Abwasserreinigungsanlage sowie zugehörige Abwasserreinigungsanlage |
DE59511077D1 (de) * | 1994-10-11 | 2007-03-22 | Conducta Endress & Hauser | Analysegerät, insbesondere für Abwasser |
KR970700877A (ko) * | 1994-12-28 | 1997-02-12 | 다떼이시 요시오 | 계층적 모델을 사용하는 추론 시스템과 방법 및 제어 시스템과 방법(Method and system for inference using hierarchy model, and method and system for control) |
JP2000048047A (ja) * | 1998-01-19 | 2000-02-18 | Asahi Glass Co Ltd | 時系列デ―タの保存方法及び時系列デ―タベ―スシステム、時系列デ―タの処理方法及び時系列デ―タ処理システム、時系列デ―タ表示システム、並びに記録媒体 |
US6078918A (en) * | 1998-04-02 | 2000-06-20 | Trivada Corporation | Online predictive memory |
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-
1989
- 1989-07-27 JP JP1194898A patent/JP2533942B2/ja not_active Expired - Fee Related
-
1990
- 1990-03-13 EP EP90904434A patent/EP0432267B1/de not_active Expired - Lifetime
- 1990-03-13 WO PCT/JP1990/000322 patent/WO1990010898A1/ja active IP Right Grant
- 1990-03-13 US US07/613,718 patent/US5774633A/en not_active Expired - Fee Related
- 1990-03-13 DE DE69033328T patent/DE69033328T2/de not_active Expired - Fee Related
- 1990-03-13 KR KR1019900702426A patent/KR940005029B1/ko not_active IP Right Cessation
- 1990-03-13 DE DE69032557T patent/DE69032557T2/de not_active Expired - Fee Related
- 1990-03-13 EP EP95118768A patent/EP0708390B1/de not_active Expired - Lifetime
-
1994
- 1994-03-31 US US08/220,546 patent/US5943662A/en not_active Expired - Fee Related
-
1995
- 1995-05-29 JP JP7130749A patent/JP2753460B2/ja not_active Expired - Fee Related
- 1995-05-29 JP JP7130748A patent/JP2886112B2/ja not_active Expired - Fee Related
-
1996
- 1996-01-02 US US08/582,018 patent/US5845052A/en not_active Expired - Fee Related
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1997
- 1997-08-04 JP JP9209413A patent/JPH1091208A/ja active Pending
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
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DE102007001025A1 (de) * | 2007-01-02 | 2008-07-03 | Siemens Ag | Verfahren zur rechnergestützten Steuerung und/oder Regelung eines technischen Systems |
DE102007001025B4 (de) * | 2007-01-02 | 2008-11-20 | Siemens Ag | Verfahren zur rechnergestützten Steuerung und/oder Regelung eines technischen Systems |
US8554707B2 (en) | 2007-01-02 | 2013-10-08 | Siemens Aktiengesellschaft | Method for the computer-assisted control and/or regulation of a technical system where the dynamic behavior of the technical system is modeled using a recurrent neural network |
Also Published As
Publication number | Publication date |
---|---|
JP2533942B2 (ja) | 1996-09-11 |
KR940005029B1 (ko) | 1994-06-10 |
US5943662A (en) | 1999-08-24 |
DE69032557D1 (de) | 1998-09-17 |
WO1990010898A1 (en) | 1990-09-20 |
JPH07319509A (ja) | 1995-12-08 |
JPH1091208A (ja) | 1998-04-10 |
US5845052A (en) | 1998-12-01 |
EP0708390A2 (de) | 1996-04-24 |
US5774633A (en) | 1998-06-30 |
KR920700418A (ko) | 1992-02-19 |
JP2753460B2 (ja) | 1998-05-20 |
EP0432267B1 (de) | 1998-08-12 |
JPH0315902A (ja) | 1991-01-24 |
DE69033328D1 (de) | 1999-11-18 |
EP0432267A4 (en) | 1992-09-16 |
EP0432267A1 (de) | 1991-06-19 |
EP0708390A3 (de) | 1997-04-02 |
JPH07319508A (ja) | 1995-12-08 |
EP0708390B1 (de) | 1999-10-13 |
JP2886112B2 (ja) | 1999-04-26 |
DE69032557T2 (de) | 1999-05-06 |
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