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
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 (ja) |
EP (1) | EP1376276B1 (ja) |
JP (1) | JP4401638B2 (ja) |
KR (1) | KR100456413B1 (ja) |
CN (1) | CN1325393C (ja) |
AT (1) | ATE341021T1 (ja) |
DE (1) | DE60214988T2 (ja) |
DK (1) | DK1376276T3 (ja) |
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 |
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US9092593B2 (en) | 2007-09-25 | 2015-07-28 | Power Analytics Corporation | Systems and methods for intuitive modeling of complex networks in a digital environment |
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EP2158165A4 (en) | 2007-05-10 | 2012-04-18 | Patrick T O'regan Jr | SYSTEMS, METHODS AND COMPONENTS FOR WATER TREATMENT AND CORRECTIVE ACTION |
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 |
CA2883059A1 (en) * | 2007-11-07 | 2009-11-12 | Power Analytics 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 onan 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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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 |
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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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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 |
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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 EP EP20020258239 patent/EP1376276B1/en not_active Expired - Lifetime
- 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
-
2003
- 2003-01-21 US US10/347,466 patent/US6808630B2/en not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
EP1376276A1 (en) | 2004-01-02 |
US6808630B2 (en) | 2004-10-26 |
US20030234218A1 (en) | 2003-12-25 |
EP1376276B1 (en) | 2006-09-27 |
KR100456413B1 (ko) | 2004-11-10 |
CN1465534A (zh) | 2004-01-07 |
DE60214988T2 (de) | 2007-01-11 |
DE60214988D1 (de) | 2006-11-09 |
JP2004025160A (ja) | 2004-01-29 |
JP4401638B2 (ja) | 2010-01-20 |
ATE341021T1 (de) | 2006-10-15 |
CN1325393C (zh) | 2007-07-11 |
KR20030097425A (ko) | 2003-12-31 |
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