DocumentCode
3278341
Title
Research on circuit fault diagnosis based on NNs and volterra series
Author
Cao Bin ; Yi Quan ; Liu Zong-ren ; Yang Jian-chang ; Xie Guo-dong
Author_Institution
Dept. of Control Eng., Acad. of Armored Forces Eng., Beijing, China
fYear
2011
fDate
15-17 April 2011
Firstpage
3494
Lastpage
3497
Abstract
This paper expatiated on the basic method for circuit fault diagnosis with NNs, then introduced the characteristics of volterra series and applied it on circuit fault feature extraction. The scheme with both NNs and volterra series technique had a good resolving power on fault diagnosis according to practice. It was fitting for engineering applying.
Keywords
Volterra series; fault diagnosis; feature extraction; Volterra series; circuit fault diagnosis; circuit fault feature extraction; Analog circuits; Artificial neural networks; Circuit faults; Control engineering; Fault diagnosis; Fitting; Instruments; NNs; fault diagnosis; volterra series;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-8036-4
Type
conf
DOI
10.1109/ICEICE.2011.5777518
Filename
5777518
Link To Document