Application of BP Neural Network in the Reliability Prediction

摘要：

　　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.

关键词： Reliability Prediction Model BP MATLAB BP

作者: Jiang Wei Zhang Meng Chen Zhi-ling Liu Yun Li Ning

作者单位: Wuhan Mechanical Technology CollegeWuhan, Hubei Province, China

会议类型: 国际会议

会议名称: the Second International Conference on Frontiers of Manufacturing and Design Science(第二届制造与设计科学国际会议(ICFMD 2011))

会议地点: 台湾

会议语种:英文

页码: 3814-3818

在线出版日期: 2011-12-11（万方平台首次上网日期，不代表论文的发表时间）