ATE341021T1 - Ein auf künstlicher intelligenz basierendes regelungssystem und verfahren zur abwasseraufbereitung mittels neuronalem netz und einem back-propagation algorithmus - Google Patents
Ein auf künstlicher intelligenz basierendes regelungssystem und verfahren zur abwasseraufbereitung mittels neuronalem netz und einem back-propagation algorithmusInfo
- Publication number
- ATE341021T1 ATE341021T1 AT02258239T AT02258239T ATE341021T1 AT E341021 T1 ATE341021 T1 AT E341021T1 AT 02258239 T AT02258239 T AT 02258239T AT 02258239 T AT02258239 T AT 02258239T AT E341021 T1 ATE341021 T1 AT E341021T1
- Authority
- AT
- Austria
- Prior art keywords
- control system
- srt
- controlling
- artificial intelligence
- automatically
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
-
- 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
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F3/00—Biological treatment of water, waste water, or sewage
- C02F3/006—Regulation methods for biological treatment
-
- 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
- C02F2209/005—Processes using a programmable logic controller [PLC]
-
- 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
- C02F2209/10—Solids, e.g. total solids [TS], total suspended solids [TSS] or volatile solids [VS]
-
- 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
- C02F2209/14—NH3-N
-
- 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
- C02F2209/18—PO4-P
-
- 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
- C02F2209/22—O2
-
- 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
- Y02W10/10—Biological treatment of water, waste water, or sewage
Landscapes
- Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Evolutionary Computation (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Molecular Biology (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Water Supply & Treatment (AREA)
- Organic Chemistry (AREA)
- Chemical & Material Sciences (AREA)
- Environmental & Geological Engineering (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Hydrology & Water Resources (AREA)
- Microbiology (AREA)
- Biodiversity & Conservation Biology (AREA)
- Automation & Control Theory (AREA)
- Theoretical Computer Science (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Biomedical Technology (AREA)
- Feedback Control In General (AREA)
- Activated Sludge Processes (AREA)
- Complex Calculations (AREA)
- Control Of Non-Electrical Variables (AREA)
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR10-2002-0034788A KR100456413B1 (ko) | 2002-06-21 | 2002-06-21 | 신경회로망 및 역전파 알고리즘에 의한 하폐수처리인공지능제어 시스템 및 방법 |
Publications (1)
Publication Number | Publication Date |
---|---|
ATE341021T1 true ATE341021T1 (de) | 2006-10-15 |
Family
ID=29717715
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AT02258239T ATE341021T1 (de) | 2002-06-21 | 2002-11-29 | Ein auf künstlicher intelligenz basierendes regelungssystem und verfahren zur abwasseraufbereitung mittels neuronalem netz und einem back-propagation algorithmus |
Country Status (8)
Country | Link |
---|---|
US (1) | US6808630B2 (de) |
EP (1) | EP1376276B1 (de) |
JP (1) | JP4401638B2 (de) |
KR (1) | KR100456413B1 (de) |
CN (1) | CN1325393C (de) |
AT (1) | ATE341021T1 (de) |
DE (1) | DE60214988T2 (de) |
DK (1) | DK1376276T3 (de) |
Families Citing this family (67)
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ITMI20040977A1 (it) * | 2004-05-17 | 2004-08-17 | Uni Degli Studi Brescia | Mertodo e dispositivo per il controllo del processo biologico in impianti di depurazione |
KR20080063489A (ko) * | 2005-10-06 | 2008-07-04 | 지멘스 워터 테크놀로지스 코포레이션 | 멤브레인 바이오리액터 시스템의 동적 제어 |
US20160246905A1 (en) | 2006-02-14 | 2016-08-25 | Power Analytics Corporation | Method For Predicting Arc Flash Energy And PPE Category Within A Real-Time Monitoring System |
US9557723B2 (en) | 2006-07-19 | 2017-01-31 | Power Analytics Corporation | Real-time predictive systems for intelligent energy monitoring and management of electrical power networks |
US20170046458A1 (en) | 2006-02-14 | 2017-02-16 | Power Analytics Corporation | Systems and methods for real-time dc microgrid power analytics for mission-critical power systems |
US9092593B2 (en) | 2007-09-25 | 2015-07-28 | Power Analytics Corporation | Systems and methods for intuitive modeling of complex networks in a digital environment |
EP2158165A4 (de) | 2007-05-10 | 2012-04-18 | Patrick T O'regan Jr | Systeme, verfahren und komponenten für wasseraufbereitung und dekontamination |
GB2461466A (en) * | 2007-06-18 | 2010-01-06 | Olatokunbo Tox Olaopa | Process control software for the control of hydraulic retention time in a biological reactor |
AU2008356120A1 (en) * | 2007-11-07 | 2009-11-12 | Edsa Micro Corporation | Systems and methods for real-time forecasting and predicting of electrical peaks and managing the energy, health, reliability, and performance of electrical power systems based on an artificial adaptive neural network |
US20090283457A1 (en) * | 2008-05-14 | 2009-11-19 | Isos Ventures Llc | Waste water management system and method |
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KR101108031B1 (ko) * | 2009-06-30 | 2012-01-25 | 부산대학교 산학협력단 | 사전 예측 제어 기반 하·폐수 처리 시스템 및 하·폐수 처리 방법 |
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KR102468690B1 (ko) | 2020-11-27 | 2022-11-18 | 주식회사 유니온 | 선박용 배기가스 세정기의 모의시험 시스템 |
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JPH03134706A (ja) * | 1989-10-20 | 1991-06-07 | Hitachi Ltd | 下水処理場運転支援のための知識獲得方法 |
JPH0691287A (ja) * | 1992-09-17 | 1994-04-05 | Meidensha Corp | 排水の生物学的処理装置の制御装置 |
JPH06335694A (ja) * | 1993-05-31 | 1994-12-06 | Meidensha Corp | 排水の生物学的処理装置の制御装置 |
JP3352153B2 (ja) * | 1993-06-17 | 2002-12-03 | 株式会社東芝 | 配水流量予測装置 |
JPH0968170A (ja) * | 1995-08-29 | 1997-03-11 | Hitachi Ltd | 下水処理場の汚水ポンプ制御装置 |
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KR100341387B1 (en) * | 2001-11-15 | 2002-06-21 | Vitzrosys Co Ltd | Automatic system for injecting chemicals in waterworks and method thereof |
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-
2002
- 2002-06-21 KR KR10-2002-0034788A patent/KR100456413B1/ko not_active IP Right Cessation
- 2002-08-15 CN CNB021470413A patent/CN1325393C/zh not_active Expired - Fee Related
- 2002-10-18 JP JP2002304244A patent/JP4401638B2/ja not_active Expired - Fee Related
- 2002-11-29 DE DE2002614988 patent/DE60214988T2/de not_active Expired - Lifetime
- 2002-11-29 DK DK02258239T patent/DK1376276T3/da active
- 2002-11-29 AT AT02258239T patent/ATE341021T1/de not_active IP Right Cessation
- 2002-11-29 EP EP20020258239 patent/EP1376276B1/de not_active Expired - Lifetime
-
2003
- 2003-01-21 US US10/347,466 patent/US6808630B2/en not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
DK1376276T3 (da) | 2006-10-23 |
CN1465534A (zh) | 2004-01-07 |
JP4401638B2 (ja) | 2010-01-20 |
JP2004025160A (ja) | 2004-01-29 |
EP1376276A1 (de) | 2004-01-02 |
CN1325393C (zh) | 2007-07-11 |
DE60214988T2 (de) | 2007-01-11 |
DE60214988D1 (de) | 2006-11-09 |
US20030234218A1 (en) | 2003-12-25 |
EP1376276B1 (de) | 2006-09-27 |
KR100456413B1 (ko) | 2004-11-10 |
KR20030097425A (ko) | 2003-12-31 |
US6808630B2 (en) | 2004-10-26 |
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