Particle Swarm Optimization Wavelet Neural Network Of Gearbox Fault Diagnosis

Hanxin Chen, Liu Yang
2015 Proceedings of the 2015 6th International Conference on Manufacturing Science and Engineering   unpublished
Abstract:Gear box of the gear crack is the failure forms of gear transmission frequently. Wavelet neural network has the perfect theoretical system, clear the algorithm process, the powerful data identification and simulation function. As traditional gradient descending method of wavelet neural network is easy to fall into local minimum, slow convergence speed and a disadvantage of low efficiency, this article puts forward the particle swarm optimization wavelet neural network learning
more » ... k learning algorithm. Experiments show that the algorithm optimizes the various parameters of wavelet neural network, reduce the iteration times and improve the convergence precision.
doi:10.2991/icmse-15.2015.230 fatcat:wjzsjzlbgze3xoqfcnyekq6mde