Research and Development of LM Neural Network Prediction System for Grind-Hardening
An improved neural network based on L-M algorithm has been applied to the prediction of the grind-hardening parameters against to the slow convergence rate of conventional BP neural network. And the the neural network model for grind-hardening is established. The neural network prediction system for grind-hardening process has been developed based on L-M algorithm. The functions of system is analyzed, particularly and some pivotal technology to realize the system are put forward.
Bo Zhao, Xipeng Xu, Guangqi Cai and Renke Kang
Z. F. Pan et al., "Research and Development of LM Neural Network Prediction System for Grind-Hardening ", Key Engineering Materials, Vol. 416, pp. 248-252, 2009