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人工神经网络和专家系统在污水生物处理系统中的应用 被引量:4

Applications of artificial neural networks and expert system in biological wastewater treatment processes
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摘要 对近年来国内外污水生物处理系统中人工神经网络和专家系统的应用进行了简要的回顾。分析了废水生物处理工艺难于控制的原因及人工神经网络和专家系统的结构和特点。结果表明 ,国外智能控制发展迅速 ,并且应用领域遍及污水生物处理的各个方面 ,国内尚处于起步阶段。 The applications of Artificial Neural Networks(ANNs) and Expert System(ES) in operation and control of biological wastewater treatment processes were reviewed, and some reasons why control has been a difficult problem in these processes were presented. Then the classification, structure, characteristic and deficiencies of ANNs and ES were analyzed. It shows intelligent control has been applied in nearly all aspects of biological wastewater treatment at abroad and the initial work at home is non doing.
出处 《环境污染与防治》 CAS CSCD 北大核心 2004年第1期31-32,38,共3页 Environmental Pollution & Control
基金 国家自然科学基金重点资助项目 (No.5 0 13 80 10 )
关键词 人工神经网络 专家系统 污水生物处理系统 ANNS 信息处理网络结构 智能控制 模糊控制 Biological wastewater treatment Artificial neural networks Expert system
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  • 1Capodaglio A G,Jones H V,Novotny V,et al. Sludge bulking analusis and forecasting: application of system identification and artificial neural computing technologies. Water Research, 1991,25(10):1217~1224 被引量:1
  • 2Cote M,Grandjean B P A,Lessard P,et al. Dynamic modelling of the activated sludge process: improving prediction using neural networks. Water Research,1995,29(4):995~1004 被引量:1
  • 3Yu R F,Liaw S L,Chang C N,et al. Applying real time control to enhance the performance of nitrogen removal in the continuous flow SBR system. Water Science & Technology, 1998, 38 (3):271~280 被引量:1
  • 4Zhao H,Hao O J,Mcavoy T J. Approaches to modeling nutrient dynamics ASM2 simplified model and neural nets. WaterScience& Technology, 1999,39(1 ) : 227~234 被引量:1
  • 5郭劲松,龙腾锐,高旭,黄天寅.间歇曝气活性污泥系统神经网络水质模型[J].中国给水排水,2000,16(11):15-18. 被引量:23
  • 6Watanabe S,Baba K,Yoda M,et al. Intelligent operation support system for activated sludge process. Water Science & Technology,1993,28(11~12):325~332 被引量:1
  • 7Ladiges G,Kayser R. On-line and off-line expert systems for the operation of wastewater treatment plants. Water Science & Technology,1993,28(11~12):315~323 被引量:1
  • 8Stimson K R. Activated sludge control adviser. Water Science & Technology, 1993,28 (12): 295 ~ 302 被引量:1
  • 9Nam S W,Myung N J,Lee K S. On-line integrated control system for an industrial activated sludge process. Water Environ ment Research, 1996,68 ( 1 ): 70~ 75 被引量:1
  • 10Chong H G, Walley W J. Rule-based versus probabilistic ap· 38 ·proaches to the diagnosis of faults in wastewater treatment pro cesses. Artificial Intelligence in Engineering, 1996,10(3): 265~273 被引量:1

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