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作者:

Han, Guang (Han, Guang.) | Qiao, Junfei (Qiao, Junfei.) (学者:乔俊飞)

收录:

EI

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:

Biochemical oxygen demand Control engineering Controllers Dissolution Dissolved oxygen E-learning Feedforward neural networks Models Reclamation Wastewater treatment

作者机构:

  • [ 1 ] [Han, Guang]Beijing University of Technology, College of Electronic Information and Control, Beijing 100124, China
  • [ 2 ] [Qiao, Junfei]Beijing University of Technology, College of Electronic Information and Control, Beijing 100124, China

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年份: 2011

页码: 2737-2742

语种: 中文

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