DocumentCode
2078971
Title
Electric Heating Cable Fault Testing System Based on Wavelet Packet and RBF Neural Network
Author
Li, Li ; Li, Bing ; Shen, Yilin
Author_Institution
Tianjin Univ. of Technol. & Educ., Tianjin, China
fYear
2009
fDate
17-19 Oct. 2009
Firstpage
1
Lastpage
4
Abstract
A new method for testing of the electric heating cable fault was proposed, which was based on the wavelet packet and RBF (radial basis function) neural network. The principle used for testing the short-circuit fault of the electric heating cable was described. The flow chart of the detecting system was given. Experimental results showed that the method, which combined the wavelet packet and RBF neural network, could be used to improve the effectiveness of locating the electric heating cable fault.
Keywords
cable testing; electric heating; fault diagnosis; radial basis function networks; wavelet transforms; RBF neural network; electric heating cable fault testing system; flow chart; radial basis function; short circuit fault; wavelet packet; Cable shielding; Circuit faults; Educational technology; Flowcharts; Neural networks; Resistance heating; System testing; Time frequency analysis; Wavelet analysis; Wavelet packets;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-4129-7
Electronic_ISBN
978-1-4244-4131-0
Type
conf
DOI
10.1109/CISP.2009.5301254
Filename
5301254
Link To Document