Title :
Application study on BP network in identifying reliability life distribution types
Author :
Gu, Junyuan ; Xu, Tingxue ; Chen, Haijian
Author_Institution :
Grad. Student Team No. 1, Naval Aeronaut. & Astronaut. Univ., Yantai, China
Abstract :
It is important to select reasonable life distribution types on product reliability analysis. After analyzed a few reliability life distinguish types, the paper put forward a method of selecting reliability life distribution types based on Artificial Neural Network. On basis of theory analysis, the method is tested by computer simulated data. The character of this method is simple principle, easy calculated and convenient applied.
Keywords :
artificial intelligence; backpropagation; neural nets; product life cycle management; reliability theory; BP network; artificial neural network; computer simulated data; product reliability analysis; reliability life distribution type identification; Artificial neural networks; Computer network reliability; Neurons; Random variables; Reliability theory; Training; artificial Neural Network; life distinguish types; pattern recognition; reliability;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5582970
