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Author:

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

Indexed by:

Scopus

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

Proceedings of the 30th Chinese Control Conference, CCC 2011

Year: 2011

Page: 2737-2742

Language: Chinese

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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