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作者:

Xu, Jinchao (Xu, Jinchao.) | Yang, Cuili (Yang, Cuili.) | Qiao, Junfei (Qiao, Junfei.) (学者:乔俊飞)

收录:

CPCI-S

摘要:

In the wastewater treatment processes (WWTPs), the oxygen transfer is a nonlinear and large time-delay process, which makes the dissolved oxygen (DO) concentration difficult to control. In this paper, a novel kind of control method based on fuzzy neural network (FNN) is proposed for controlling DO concentration. The parameters of the neural network were adjusted online through the gradient descent algorithm to get the minimum error. Finally, the simulation results in Benchmark Simulation Model No. 1 (BSM1) show that the proposed fuzzy neural network controller has better adaptability than some other existing methods.

关键词:

Dissolved Oxygen Control Fuzzy Neural Network Wastewater Treatment Processes

作者机构:

  • [ 1 ] [Xu, Jinchao]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Yang, Cuili]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Qiao, Junfei]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Xu, Jinchao]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 5 ] [Yang, Cuili]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 6 ] [Qiao, Junfei]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China

通讯作者信息:

  • [Xu, Jinchao]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China;;[Xu, Jinchao]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China

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来源 :

PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017)

ISSN: 2161-2927

年份: 2017

页码: 4363-4368

语种: 英文

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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