DocumentCode
551145
Title
Fault diagnosis of high voltage circuit breaker based on wavelet packet logarithmic energy entropy
Author
Liu Ming-Liang ; Zhen Jian-Ju ; Sun Lai-jun ; Ye Guang-Zhong
Author_Institution
HLJ Province Key Lab. of Senior-Educ. for Electron. Eng., Heilongjiang Univ., Harbin, China
fYear
2011
fDate
22-24 July 2011
Firstpage
4322
Lastpage
4326
Abstract
A new method based on wavelet packet-logarithmic energy entropy for the fault diagnosis of HV CB (circuit breakers) is presented in this paper. Firstly, the standard signals of normal state and several fault states are decomposed with wavelet packet at 5 layers, and then calculate the logarithmic energy entropy of each node. Secondly, normalize the logarithmic energy entropy value of each node in the various states, and obtains the relative logarithmic energy entropy. And then calculating various fault status each node of the relative logarithmic energy entropy corresponding to the normal state is used as a variation. And use the logarithmic energy entropy´s variation of each node to make-up characteristic curve to reflect the failure status. Finally, characteristic curve which is formed by the testing signals via the same means is compared with standard characteristic curve. And according to the result of comparison we can determine that the signal belongs to which type of fault. After a number of experiments, it show that the method can reflect the various mechanical fault status change of vibration signal of HV CB (circuit breakers) and achieve better diagnostic results.
Keywords
circuit breakers; entropy; fault diagnosis; vibrations; wavelet transforms; HV CB; characteristic curve; fault diagnosis; fault states; high- voltage circuit breaker; mechanical fault status change; standard signals; vibration signal; wavelet packet logarithmic energy entropy; Circuit breakers; Circuit faults; Entropy; Fault diagnosis; Testing; Vibrations; Wavelet packets; Characteristic Curve; High Voltage Circuit Breakers; Logarithmic Energy Entropy; Wavelet Packet;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6001489
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