Research of Gearbox Fault Diagnosis Based on the PCA-Improved Algorithm of BP Neural Network

An PCA-improved algorithm of BP neural network is introduced in detail to overcome the disadvantages of standard BP algorithm.The accuracy of the fault diagnosis can be enhanced,and the time of diagnosis be shorten by the gearbox fault diagnosis based on the PCA-improved algorithm of BPNN.