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Author:

Han Guang (Han Guang.) | Qiao Junfei (Qiao Junfei.) (Scholars:乔俊飞)

Indexed by:

CPCI-S

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.

Keyword:

Online Learning Control Dissolved Oxygen Concentration Model Feedforward Neural Network

Author Community:

  • [ 1 ] [Han Guang]Beijing Univ Technol, Coll Elect Informat & Control, Beijing 100124, Peoples R China
  • [ 2 ] [Qiao Junfei]Beijing Univ Technol, Coll Elect Informat & Control, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Han Guang]Beijing Univ Technol, Coll Elect Informat & Control, Beijing 100124, Peoples R China

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Related Keywords:

Source :

2011 30TH CHINESE CONTROL CONFERENCE (CCC)

ISSN: 2161-2927

Year: 2011

Page: 2737-2742

Language: Chinese

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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