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基于模糊神经网络的无刷直流电动机调速系统 被引量:2

Brushless DC Motor Speed Control System Based on Fuzzy Neural Network Control
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摘要 无刷直流电动机是一种多变量、非线性的控制系统,采用经典的PID控制难以得到满意的控制效果。在分析无刷直流电动机数学模型基础上,提出了一种把高斯基函数作为隶属函数设计无刷直流电动机模糊神经网络控制器的新方法。仿真表明,系统响应速度快,抗干扰能力强,具有较高的控制精度和较好的鲁棒性。 As brushless DC motor (BLDCM) is a multi-variable and non-linear system, using conventional PID control can not obtain satisfied control effect. Based on the mathematical model of BLDCM, a fuzzy neural network controller was designed to control BLDCM, and the membership function was composed by Guass function. The system illustrates that excellent flexibility and adaptability as well as high precision and good robustness are obtained by the proposed strategy.
机构地区 空军工程大学
出处 《微特电机》 北大核心 2010年第1期37-39,共3页 Small & Special Electrical Machines
关键词 高斯基函数 无刷直流电动机 模糊神经网络 学习算法 Guass function BLDCM fuzzy neural network learning algroithm
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