An Intelligent Controller Using Fuzzy Neural Networks and Its Application

Wang Yaonan

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An Intelligent Controller Using Fuzzy Neural Networks and Its Application

更新时间：2025-12-08

- An Intelligent Controller Using Fuzzy Neural Networks and Its Application
- Acta Electronica Sinica Issue 8, (1996)
- 作者机构：
  
  湖南大学电气工程系
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP18
- Published：1996
- 稿件说明：
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[1]王耀南.一种模糊神经网络智能控制器及其应用[J].电子学报,1996(08):105-107.

Wang Yaonan. An Intelligent Controller Using Fuzzy Neural Networks and Its Application[J]. Acta Electronica Sinica, 1996, (8).
[1]王耀南.一种模糊神经网络智能控制器及其应用[J].电子学报,1996(08):105-107. DOI：

Wang Yaonan. An Intelligent Controller Using Fuzzy Neural Networks and Its Application[J]. Acta Electronica Sinica, 1996, (8). DOI：

摘要

本文提出一种模糊推理神经网络模型，并用于实现模糊控制，在此基础上提出了基于模糊神经网络的自组织控制器和有效的快速Ｋａｌｍａｎ学习算法．经仿真结果和实际温度控制表明，这种新型的自组织控制器性能优于一般Ｆｕｚｚｙ自组织控制器．

Abstract

A new self-organizing controller using fuzzy neural networks and fast Kalman learning algorithm are presented. The simulation results and temperature control show that the new intelligent controller gives more significant performance and robustness than conventional fuzzy approaches.

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