Paper Title:
Application of BP Neural Network in the Reliability Prediction
  Abstract

Using neural network BP algorithm and the neural network toolbox of MATLAB, this paper presented a new reliability prediction model of the products. Its processes included that confirming training samples, putting up the network that was initialized, training the network and predicting reliability parameters of the products. At last reliability parameters of an example were predicted with the reliability prediction, the prediction effect was more perfect.

  Info
Periodical
Chapter
Chapter 7: Computer Application in Design and Manufacturing (1)
Edited by
Dongye Sun, Wen-Pei Sung and Ran Chen
Pages
3814-3818
DOI
10.4028/www.scientific.net/AMM.121-126.3814
Citation
W. Jiang, M. Zhang, Z. L. Chen, Y. Liu, N. Li, "Application of BP Neural Network in the Reliability Prediction", Applied Mechanics and Materials, Vols. 121-126, pp. 3814-3818, 2012
Online since
October 2011
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