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作者:

Han, G. (Han, G..) | Qiao, J. (Qiao, J..)

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Scopus

摘要:

For the control problem of dissolved oxygen (DO) concentration in wastewater treatment system, this paper proposes a modeling and controlling method based on feedforward neural network (FNN).For making neural network controller control the uncertain transfer function model, the approximating neural network is established as wastewater treatment model which using the approximate character of FNN. Meanwhile, since FNN has strong online learning ability, another network is designed as controller to control the DO concentration. The simulation is based on real data supplied by wastewater treatment plant, and the results indicate the DO concentration can be controlled efficiently with better control accuracy. © 2011 Chinese Assoc of Automati.

关键词:

Control; Dissolved Oxygen Concentration; Feedforward Neural Network; Model; Online Learning

作者机构:

  • [ 1 ] [Han, G.]Beijing University of Technology, College of Electronic Information and Control, Beijing 100124, China
  • [ 2 ] [Qiao, J.]Beijing University of Technology, College of Electronic Information and Control, Beijing 100124, China

通讯作者信息:

  • [Han, G.]Beijing University of Technology, College of Electronic Information and Control, Beijing 100124, China

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来源 :

Proceedings of the 30th Chinese Control Conference, CCC 2011

年份: 2011

页码: 2737-2742

语种: 中文

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