In this paper, it studies the model structure of radial basis function (RBF) neural network and the implementation of AC motor fault diagnosis based on neural network theory and intelligent control technology.The result shows that using RBF neural network can more effectively address the problem of fault diagnosis of AC motors for its fast training speed and its smaller approximation error.
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马军爽.基于神经网络的电动机故障诊断设计[J].机床与液压,2015,43(6):110-112. . Design of motor fault diagnosis based on neural network[J]. Machine Tool & Hydraulics,2015,43(6):110-112