DK1376276T3 - Al-baseret styresystem og fremgangsmåde til behandling af kloak-/spildevand ved hjælp af et neu ralt netværk og en back-propagation-algoritme - Google Patents
Al-baseret styresystem og fremgangsmåde til behandling af kloak-/spildevand ved hjælp af et neu ralt netværk og en back-propagation-algoritmeInfo
- Publication number
- DK1376276T3 DK1376276T3 DK02258239T DK02258239T DK1376276T3 DK 1376276 T3 DK1376276 T3 DK 1376276T3 DK 02258239 T DK02258239 T DK 02258239T DK 02258239 T DK02258239 T DK 02258239T DK 1376276 T3 DK1376276 T3 DK 1376276T3
- Authority
- DK
- Denmark
- Prior art keywords
- control system
- srt
- controlling
- neural network
- automatically
- Prior art date
Links
Classifications
-
- 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 |
---|---|
DK1376276T3 true DK1376276T3 (da) | 2006-10-23 |
Family
ID=29717715
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DK02258239T DK1376276T3 (da) | 2002-06-21 | 2002-11-29 | Al-baseret styresystem og fremgangsmåde til behandling af kloak-/spildevand ved hjælp af et neu ralt netværk og en back-propagation-algoritme |
Country Status (8)
Country | Link |
---|---|
US (1) | US6808630B2 (fr) |
EP (1) | EP1376276B1 (fr) |
JP (1) | JP4401638B2 (fr) |
KR (1) | KR100456413B1 (fr) |
CN (1) | CN1325393C (fr) |
AT (1) | ATE341021T1 (fr) |
DE (1) | DE60214988T2 (fr) |
DK (1) | DK1376276T3 (fr) |
Families Citing this family (66)
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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 |
NZ566779A (en) * | 2005-10-06 | 2011-03-31 | Siemens Water Tech Corp | Controlling aeration gas flow and mixed liquor circulation rate using an algorithm |
US9092593B2 (en) | 2007-09-25 | 2015-07-28 | Power Analytics Corporation | Systems and methods for intuitive modeling of complex networks in a digital environment |
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 |
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 |
EP2158165A4 (fr) | 2007-05-10 | 2012-04-18 | Patrick T O'regan Jr | Systemes, procedes et composants de traitement des eaux et d'action corrective |
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 |
CA2701997A1 (fr) * | 2007-11-07 | 2009-11-12 | Edsa Micro Corporation | Systemes et procedes pour une prevision et une prediction en temps reel de pics electriques et une gestion de l'energie, de la sante, de la fiabilite et de la performance de systemes d'energie electrique sur la base d'un reseau neuronal adaptatif artificiel |
US20090283457A1 (en) * | 2008-05-14 | 2009-11-19 | Isos Ventures Llc | Waste water management system and method |
KR101187416B1 (ko) | 2009-02-26 | 2012-10-02 | 광주과학기술원 | 예측 모델을 이용한 해수담수화 방법 및 이를 수행하는 장치 |
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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KR102396986B1 (ko) * | 2020-07-07 | 2022-05-13 | 주식회사 위코테크 | 머신 런닝 플랫폼 기반 지능형 수처리 공정 관리 시스템 |
KR102468690B1 (ko) | 2020-11-27 | 2022-11-18 | 주식회사 유니온 | 선박용 배기가스 세정기의 모의시험 시스템 |
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CN117105502A (zh) * | 2023-10-23 | 2023-11-24 | 威海华友节能科技有限公司 | 基于机器学习的自适应污泥处理控制系统及控制方法 |
CN117342689B (zh) * | 2023-12-06 | 2024-02-02 | 安徽新宇环保科技股份有限公司 | 一种污水厂智能脱氮方法及系统 |
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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 |
US5832468A (en) * | 1995-09-28 | 1998-11-03 | The United States Of America As Represented By The Administrator Of The Environmental Protection Agency | Method for improving process control by reducing lag time of sensors using artificial neural networks |
US5733456A (en) * | 1997-03-31 | 1998-03-31 | Okey; Robert W. | Environmental control for biological nutrient removal in water/wastewater treatment |
DE19914277B4 (de) * | 1999-03-20 | 2008-08-14 | Schütz, Klaus | Verfahren und Vorrichtung zur Erfassung der Klassen von System- oder Prozeßzuständen |
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CN1129557C (zh) * | 2000-10-27 | 2003-12-03 | 大连理工大学 | 垂直折流生化反应器污水好氧处理方法 |
KR20010069973A (ko) * | 2001-05-23 | 2001-07-25 | 이용운 | 하수처리장치의 원격 전문가 제어 관리 시스템 |
KR100341387B1 (en) * | 2001-11-15 | 2002-06-21 | Vitzrosys Co Ltd | Automatic system for injecting chemicals in waterworks and method thereof |
US6845336B2 (en) * | 2002-06-25 | 2005-01-18 | Prasad S. Kodukula | Water treatment monitoring system |
-
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 AT AT02258239T patent/ATE341021T1/de not_active IP Right Cessation
- 2002-11-29 DK DK02258239T patent/DK1376276T3/da active
- 2002-11-29 DE DE2002614988 patent/DE60214988T2/de not_active Expired - Lifetime
- 2002-11-29 EP EP20020258239 patent/EP1376276B1/fr 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 |
---|---|
JP4401638B2 (ja) | 2010-01-20 |
EP1376276B1 (fr) | 2006-09-27 |
EP1376276A1 (fr) | 2004-01-02 |
KR20030097425A (ko) | 2003-12-31 |
JP2004025160A (ja) | 2004-01-29 |
DE60214988T2 (de) | 2007-01-11 |
US6808630B2 (en) | 2004-10-26 |
CN1325393C (zh) | 2007-07-11 |
KR100456413B1 (ko) | 2004-11-10 |
ATE341021T1 (de) | 2006-10-15 |
US20030234218A1 (en) | 2003-12-25 |
CN1465534A (zh) | 2004-01-07 |
DE60214988D1 (de) | 2006-11-09 |
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