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
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;
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
DOI :
10.1109/CISP.2009.5301254
