| 基于RBF的神经网络的模糊控制在交流调速中的应用研究 |
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| 引用本文： | 蒋海峰,张熠,范玉璋.基于RBF的神经网络的模糊控制在交流调速中的应用研究[J].自动化技术与应用,2004,23(5):65-67,80. |
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| 作者姓名： | 蒋海峰 张熠 范玉璋 |
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| 作者单位： | 焦作工学院电气工程系,河南,焦作,454000;神火集团,河南,永城,476600;中原工学院电气工程系,河南,郑州,450007 |
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| 摘 要： | 针对现代的交流调速系统中存在的问题，充分利用神经网络的自学习自适应能力和快速计算能力，提出了一种用RBF神经网络来实现的具有在线自调整功能的模糊控制方案，并给出了把神经网络和模糊控制器相结合的基本设计方法。通过仿真实验表明，该控制方案与传统的PID控制相比，具有鲁棒性强、恢复时间断和超调量小等特点。
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| 关 键 词： | RBF神经网络 模糊控制 交流调速 |
| 文章编号： | 1003-7241(2004)05-0065-04 |
Application of Fuzzy Control in AC Speed Regulation Based on RBF Neural Network |
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| JIANG Hai-feng ,ZHANG Yi ,FAN Yu-zhang.Application of Fuzzy Control in AC Speed Regulation Based on RBF Neural Network[J].Techniques of Automation and Applications,2004,23(5):65-67,80. |
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| Authors: | JIANG Hai-feng ZHANG Yi FAN Yu-zhang |
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| Affiliation: | JIANG Hai-feng 1,ZHANG Yi 2,FAN Yu-zhang 3 |
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| Abstract: | For the existing problem of modern Ac speed regulation.a self-adaptive fuzzy control algorithm based on NN of RBF,is proposed.It is designed to full use the NN features,such as self study,adaptation and fast computing ability,The method of construction of NN and fuzzy controller also given.In comparison with PID control it has such qualities as strong robustness,quick response,low overshot,and so on. |
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| Keywords: | RBF NN Fuzzy control AC-speed regulation |
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