DocumentCode :
2894665
Title :
On the estimation of time-varying failure rate to the protection devices based on failure pattern
Author :
Wang, Ruichen ; Xue, Ancheng ; Huang, Shaofeng ; Cao, Xiaoguai ; Shao, Zhen ; Luo, Yuhang
Author_Institution :
State Key Lab. for Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Beijing, China
fYear :
2011
fDate :
6-9 July 2011
Firstpage :
902
Lastpage :
905
Abstract :
Compared with the mean failure rate (MFR), time-varying failure rate (TFR) has advantages in accuracy and is more suitable for reliability assessment. This paper proposes the estimation approach for the TFR of the relay protection device with the field data. According to the feature of protection devices failure, it first divides the data into random failure and aging failure. And then, for the random failure data, constant random failure rate (RFR) is estimated by using exponential distribution function, for the aging failure data, aging failure rate (AFR) is estimated with the Weibull, normal, lognormal and Rayleigh distribution functions, and the best estimation is determined by the coefficient of determination. Simulation results show that the aging failure obeys the Weibull distribution law. Finally, the general TFR is, obtained with the addition of the RFR and AFR, estimated with the field data in a regional power system.
Keywords :
Weibull distribution; power system protection; power system reliability; Rayleigh distribution; Weibull distribution; aging failure rate; coefficient of determination; estimation approach; failure pattern; lognormal distribution; mean failure rate; protection devices; random failure rate; reliability assessment; time varying failure rate; Aging; Distribution functions; Estimation; Power system reliability; Relays; Reliability; Aging Failure; Protection Device; Random Failure; Time-varying failure rate; Weibull distribution function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electric Utility Deregulation and Restructuring and Power Technologies (DRPT), 2011 4th International Conference on
Conference_Location :
Weihai, Shandong
Print_ISBN :
978-1-4577-0364-5
Type :
conf
DOI :
10.1109/DRPT.2011.5994021
Filename :
5994021
Link To Document :
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