DocumentCode
2284708
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
Volume
1
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
185
Lastpage
188
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5958-2
Type
conf
DOI
10.1109/ICNC.2010.5582970
Filename
5582970
Link To Document