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作者:

Zhen, Bo-Ran (Zhen, Bo-Ran.) | Han, Hong-Gui (Han, Hong-Gui.) (学者:韩红桂) | Qiao, Jun-Fei (Qiao, Jun-Fei.) (学者:乔俊飞)

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摘要:

A kind of dissolved oxygen(DO) control method based on growing neural network(GNN) was proposed due to the wastewater treatment process is nonlinear, strong coupling, great legging and so on. This controller can control the change of object character and adjust the structure of neural network automatically. Based on the growing conditions, the neural network can increase the hidden layer nodes to improve the ability of the controller. The results show that the proposed method is more effective on the overshoot, the adjusting time and the self-adoptive ability.

关键词:

Activated sludge process Backpropagation Controllers Dissolution Dissolved oxygen Multilayer neural networks Process control Wastewater treatment

作者机构:

  • [ 1 ] [Zhen, Bo-Ran]College of Electronic and Automatic Control, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Han, Hong-Gui]College of Electronic and Automatic Control, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Qiao, Jun-Fei]College of Electronic and Automatic Control, Beijing University of Technology, Beijing 100124, China

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来源 :

Journal of Central South University (Science and Technology)

ISSN: 1672-7207

年份: 2009

期: SUPPL. 1

卷: 40

页码: 74-79

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WoS核心集被引频次: 0

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