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基于高斯势函数网络的智能温度控制器
引用本文:王耀南.基于高斯势函数网络的智能温度控制器[J].工业控制计算机,1998(2):10-13.
作者姓名:王耀南
作者单位:湖南大学电气工程系
摘    要:本文提出一种基于高斯函数网络的模糊温度控制器,给出了模糊神经网络控制模型和学习算法。通过自学习不断修正模糊控制器规则,使模糊控制器具有自学习和自适应能力。计算机仿真及温控结果表明,这种智能控制器具有良好的控制性能。

关 键 词:温度控制器  高斯势函数网络  智能型  控制器

Intelligent Temperature Controller Based on Gaussian Potential Function Networks
Wang Yaonan.Intelligent Temperature Controller Based on Gaussian Potential Function Networks[J].Industrial Control Computer,1998(2):10-13.
Authors:Wang Yaonan
Affiliation:Wang Yaonan
Abstract:This paper presents a new intelligent temperature controller based on Gaussian function net works. A fuzzy neural network model and learning algorithm has been proposed. The controller is able to modify the membership function on-line, which makes it possible to update the fuzzy rules automatically. The simulation results and temperature control show that the intelligent controller has features of respose fast, overshoot small, and good robust performance in temperature control.
Keywords:Fuzzy logic  neural network  intelligent temperature control  
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