模糊神经网络PID控制器在污水处理中的应用

J4 ›› 2011, Vol. 29 ›› Issue (6): 595-599.

模糊神经网络PID控制器在污水处理中的应用

任敏|王明芳|任英

无锡工艺职业技术学院电子信息系|江苏 |宜兴 |214200

出版日期:2011-11-24 发布日期:2011-12-06
作者简介:任敏（1977—）|女|江苏宜兴人|无锡工艺职业技术学院讲师|主要从事计算机控制、嵌入式系统研究|（Tel）86-13921387705（E-mail）rmszh-1@163.com。

Application |of Fuzzy Neural Network PID Controller in Sewage Treatment

REN Min|WANG Ming-fang|REN Ying

Department |of Electronic Information,Wuxi Institute of Art and Technology|Yixing 214200,China

Online:2011-11-24 Published:2011-12-06

摘要/Abstract

摘要：

为建立实时响应快、动态调节性能大、鲁棒性强的污水处理自动控制模型，结合模糊逻辑推理控制、神经网络控制及常规PID（Proportion Integration Differentiation）
控制技术，设计了模糊神经网络Fuzzy-PID污水处理控制器。仿真结果和实际应用显示，采用该控制器后，整个控制系统的收敛性、鲁棒性以及动态响应性等均有了很大的改善，
系统具有较强的稳定性和自适应性。

关键词: 模糊神经网络, Fuzzy-PID控制器, 污水处理

Abstract:

In order to establish fast real response, dynamic regulation performance, strong robustness of the sewage treatment automatic control model, using the combination of fuzzy logic control, neural network control and conventional PID（Proportion Integration Differentiation） control of three major technologies,a fuzzy neural network controller of Fuzzy-PID sewage treatment is designed.Simulation result and field application show that after the controller being used，the whole control system convergence, robustness and dynamic response are improved greatly, and the system has good stability and adaptability.

Key words: fuzzy neural network, Fuzzy-PID controller, waste

中图分类号:

TP273

任敏, 王明芳, 任英. 模糊神经网络PID控制器在污水处理中的应用[J]. J4, 2011, 29(6): 595-599.

REN Min, WANG Meng-Fang,REN Yang. Application |of Fuzzy Neural Network PID Controller in Sewage Treatment[J]. J4, 2011, 29(6): 595-599.

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