DocumentCode :
3608323
Title :
Cox-Proportional Hazards Modeling in Reliability Analysis—A Study of Electromagnetic Relays Data
Author :
Lingling Li ; Dongjuan Ma ; Zhigang Li
Author_Institution :
Province-Minist. Joi nt Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Hebei Univ. of Technol., Tianjin, China
Volume :
5
Issue :
11
fYear :
2015
Firstpage :
1582
Lastpage :
1589
Abstract :
Ambient temperature is an important factor influencing the reliability of electromagnetic relays. The effect of different environmental temperatures on relay lifetime can be examined through the Cox-proportional hazards model (PHM). In this paper, relay life tests were carried out at -20 °C, 20 °C, and 55 °C. Relay lifetime data were collected at various temperature conditions and were integrated to establish a Weibull PHM of electromagnetic relays. A comparative analysis of the experimental data indicates that an ambient temperature has a significant influence on contact resistance. The characteristic life, the mean life, and the probability density function of failure under temperature conditions not tested in the conducted experiment were estimated through the implementation of Cox PHM. Both the characteristic life and mean life decrease significantly with increasing ambient temperature. The perspectives and the methodology of the implementation of the Weibull PHM presented in this paper are generic and could be adopted for other systems/products directly.
Keywords :
Weibull distribution; probability; relays; reliability; Weibull PHM; characteristic life; cox-proportional hazards modeling; electromagnetic relays data; mean life; probability density function; relay lifetime; temperature -20 degC; temperature 20 degC; temperature 55 degC; Contact resistance; Electromagnetics; Prognostics and health management; Relays; Reliability; Stress; Temperature; Electromagnetic relays; Weibull distribution; Weibull distribution.; lifetime; proportional hazards model (PHM); testing temperature;
fLanguage :
English
Journal_Title :
Components, Packaging and Manufacturing Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
2156-3950
Type :
jour
DOI :
10.1109/TCPMT.2015.2480229
Filename :
7298432
Link To Document :
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