Gear Fault Diagnosis Based on BP Neural Network
Yongsheng Huang, Ruoshi Huang · IOP Conference Series Materials Science and Engineering · 2018
Gear transmission is more complex, widely used in machinery fields, which form of fault has some nonlinear characteristics. This paper uses BP neural network to train the gear of four typical failure modes, and achieves satisfactory results. Tested by using test data, test results have an agreement with the actual results. The results show that the BP neural network can effectively solve the complex state of gear fault in the gear fault diagnosis.