Research and Development of LM Neural Network Prediction System for Grind-Hardening

Abstract:

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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.

Info:

Periodical:

Edited by:

Bo Zhao, Xipeng Xu, Guangqi Cai and Renke Kang

Pages:

248-252

DOI:

10.4028/www.scientific.net/KEM.416.248

Citation:

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

Online since:

September 2009

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Price:

$35.00

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