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-algoritme

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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
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DK
Denmark
Prior art keywords
control system
srt
controlling
neural network
automatically
Prior art date
Application number
DK02258239T
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English (en)
Inventor
Ik-Bae Yang
Original Assignee
H2L Co Ltd
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Publication of DK1376276T3 publication Critical patent/DK1376276T3/da

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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

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  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Molecular Biology (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Water Supply & Treatment (AREA)
  • Automation & Control Theory (AREA)
  • Medical Informatics (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Microbiology (AREA)
  • Hydrology & Water Resources (AREA)
  • Environmental & Geological Engineering (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Chemical & Material Sciences (AREA)
  • Organic Chemistry (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)
  • Control Of Non-Electrical Variables (AREA)
  • Complex Calculations (AREA)
DK02258239T 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 DK1376276T3 (da)

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 (da)
EP (1) EP1376276B1 (da)
JP (1) JP4401638B2 (da)
KR (1) KR100456413B1 (da)
CN (1) CN1325393C (da)
AT (1) ATE341021T1 (da)
DE (1) DE60214988T2 (da)
DK (1) DK1376276T3 (da)

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Publication number Publication date
KR20030097425A (ko) 2003-12-31
EP1376276B1 (en) 2006-09-27
DE60214988T2 (de) 2007-01-11
CN1325393C (zh) 2007-07-11
EP1376276A1 (en) 2004-01-02
ATE341021T1 (de) 2006-10-15
CN1465534A (zh) 2004-01-07
KR100456413B1 (ko) 2004-11-10
JP2004025160A (ja) 2004-01-29
DE60214988D1 (de) 2006-11-09
JP4401638B2 (ja) 2010-01-20
US20030234218A1 (en) 2003-12-25
US6808630B2 (en) 2004-10-26

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