ANN-BASED SHORT-TERM WASTEWATER FLOW PREDICTION FOR BETTER WWTP CONTROL

被引：0
|
作者：
Plonka, Leslaw [1 ]
Miksch, Korneliusz [1 ]
机构：
[1] Silesian Tech Univ, Environm Biotechnol Dept, 2 Akad Str, PL-44100 Gliwice, Poland
来源：
CHEMISTRY & CHEMICAL TECHNOLOGY | 2010年 / 4卷 / 02期
关键词：
neural network; wastewater load; flow prediction; WWTP control;
D O I：
暂无
中图分类号：
O6 [化学];
学科分类号：
0703 ;
摘要：
This paper presents an approach to predict the amount of the wastewater which enters wastewater treatment plant, using artificial neural network. The method presented can be used to give short-term predictions of wastewater inflow-rate. The described neural network model uses a very tiny set of data commonly collected by WWTP control systems.
引用
收藏
页码：159 / 162
页数：4
相关论文
共 50 条
  • [1] ANN-based Short-Term Load Forecasting in Bogota
    Mejia, Joaquin E.
    Correal, M. E.
    [J]. 2008 IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION: LATIN AMERICA, VOLS 1 AND 2, 2008, : 830 - +
  • [2] ANN-based short-term load forecasting in electricity markets
    Chen, H
    Cañizares, CA
    Singh, A
    [J]. 2001 IEEE POWER ENGINEERING SOCIETY WINTER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-3, 2001, : 411 - 415
  • [3] An ANN-Based Short-Term Temperature Forecast Model for Mass Concrete Cooling Control
    Li, Ming
    Lin, Peng
    Chen, Daoxiang
    Li, Zichang
    Liu, Ke
    Tan, Yaosheng
    [J]. TSINGHUA SCIENCE AND TECHNOLOGY, 2023, 28 (03) : 511 - 524
  • [4] Study on Ann-Based Multi-Step Prediction Model of Short-Term Climatic Variation
    Jin L.
    Ju W.
    Miao Q.
    [J]. Advances in Atmospheric Sciences, 2000, 17 (1) : 157 - 164
  • [5] Study on ann-based multi-step prediction model of short-term climatic variation
    Jin, L
    Ju, WM
    Miao, QL
    [J]. ADVANCES IN ATMOSPHERIC SCIENCES, 2000, 17 (01) : 157 - 164
  • [6] Study on Ann-Based Multi-Step Prediction Model of Short-Term Climatic Variation
    金龙
    居为民
    缪启龙
    [J]. Advances in Atmospheric Sciences, 2000, (01) : 157 - 164
  • [7] Deterministic annealing clustering for ANN-based short-term load forecasting
    Mori, H
    Yuihara, A
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (03) : 545 - 551
  • [8] Input variable selection for ANN-based short-term load forecasting
    Drezga, I
    Rahman, S
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (04) : 1238 - 1244
  • [9] Deterministic annealing clustering for ANN-based short-term load forecasting
    Mori, H
    Yuihara, A
    [J]. PICA 2001: 22ND IEEE POWER ENGINEERING SOCIETY INTERNATIONAL CONFERENCE ON POWER INDUSTRY COMPUTER APPLICATIONS, 2001, : 213 - 216
  • [10] ANN-based Internal Model Control strategy applied in the WWTP industry
    Pisa, Ivan
    Morell, Antoni
    Lopez Vicario, Jose
    Vilanova, Ramon
    [J]. 2019 24TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2019, : 1477 - 1480
12345