Application of RBF Neural Network in Fault Diagnosis for Transmission Gear
2012 ◽
Vol 433-440
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pp. 7563-7568
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Keyword(s):
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 Matlab 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.
Keyword(s):
2012 ◽
Vol 217-219
◽
pp. 2683-2687
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Keyword(s):
2018 ◽
Vol 322
◽
pp. 072043
Keyword(s):
2014 ◽
Vol 667
◽
pp. 349-352
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2013 ◽
Vol 756-759
◽
pp. 3674-3679
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2013 ◽
Vol 385-386
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pp. 589-592