Application of RBF Neural Network in Fault Diagnosis for Transmission Gear

被引:1
|
作者
Liu Xi-mei [1 ]
Yao Xiao-hui [1 ]
Zhao Qian [1 ]
Guo Hong-mi [1 ]
机构
[1] Qingdao Univ Sci & Technol, Qingdao, Shandong, Peoples R China
关键词
Fault diagnosis; neural network; RBF network; Transmission Gear;
D O I
10.4028/www.scientific.net/AMR.433-440.7563
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A method for transmission gearbox fault diagnosis is put forward in this paper by using radial basis function neural network (RBF network). A RBF neural network is created to simulate the gearbox fault diagnosis using Mat lab neural network toolbox. Compared with BP neural network, RBF network is superior to the former in accuracy and speed according to the simulate results. This method is accurate and credible in gear fault diagnosis, and it has a broad application prospect in mechanical fault diagnosis.
引用
收藏
页码:7563 / 7568
页数:6
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