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LIU Zai-wen, LI Rui-ni, WANG Xiao-yi, WANG Lei. The Compensation of BOD Soft Measurement Mechanism Model Based on Partial Least-Squares[J]. Journal of Beijing University of Technology, 2012, 38(12): 1901-1904.
Citation: LIU Zai-wen, LI Rui-ni, WANG Xiao-yi, WANG Lei. The Compensation of BOD Soft Measurement Mechanism Model Based on Partial Least-Squares[J]. Journal of Beijing University of Technology, 2012, 38(12): 1901-1904.

The Compensation of BOD Soft Measurement Mechanism Model Based on Partial Least-Squares

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  • Received Date: March 09, 2011
  • Available Online: December 02, 2022
  • Based on the in-depth study of second-order mechanism model of Lawrence-McCarty formula BOD soft sensor,Partial Least-Squares(PLS) method was used to compensate the error of the BOD model formula,and propose the soft sensor model of multi parameters for sewage treatment process.The simulation results show that the precision of mixed model value is improved,and it provides an effective way of measure BOD effluent quality sewage treatment process accurately,and also create the conditions for the real-time control of sewage treatment process.
  • [1]
    管秋,王万良,徐新黎.基于神经网络的污水处理指标软测量研究[J].环境污染与防治,2006,28(2):156-158.GUAN Qiu,WANG Wan-liang,XU Xin-li.Soft-sensing method development based on neural network forwastewater treatment[J].Environment Pollution & Control,2006,28(2):156-158.(in Chinese)
    [2]
    祁国强,刘载文,崔莉凤.基于RBF人工神经网络的生活污水处理软测量方法[J].北京工商大学学报:自然科学版,2004,22(3):36-38.QI Guo-qiang,LIU Zai-wen,CUI Li-feng.The soft measuring method based on rbfneural network for municipal wastewater treatment[J].Journal of Beijing Technology and Business University:Natural Science Edition,2004,22(3):36-38.(in Chinese)
    [3]
    DI MASSIMO C,SAUNDERS A C G.Nonlinear estimation and control of mycelia fermentations[C]∥American Control Conference.[S.l.]:IEEE,1989:1994-1999.
    [4]
    MCACVOY T J.Contemplative stance for chemical process control[J].Automatica,1992,28(2):441-442.
    [5]
    邓荣森.氧化沟污水处理理论与技术[M].北京:化学工业出版社,2006.
    [6]
    齐杰,刘载文,王小艺.废水生物处理过程软测量机理模型的研究[C]∥第十九届中国过程控制会议论文集.北京:化学工业出版社,2008:95-99.QI Jie,LIU Zai-wen,WANG Xiao-yi.Mechanism model of soft measurement for the wastewater biological treatment process[C]∥Proceedings of the 19th Chinese Process Control Conference.Beijing:Chemical Industry Press,2008:95-99.(in Chinese)
    [7]
    张勇.污水分析软测量方法及其应用研究[M].杭州:浙江大学出版社,2001.
    [8]
    王惠文.偏最小二乘回归方法及其应用[M].北京:国防工业出版社,1999.
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