Reliability and sensitivity analysis of a maintainable energy system under priority repair

被引:0
作者
Ram, Mangey [1 ]
Kharola, Shristi [2 ]
Goyal, Nupur [2 ]
机构
[1] Graph Era, Dept Math & Comp Sci Engn, Dehra Dun, Uttarakhand, India
[2] Graph Era, Dept Math, Dehra Dun, Uttarakhand, India
关键词
Reliability; Availability; MTTF; Priority repair; Markov process; Sensitivity analysis; WIND TURBINES; GEARBOX; PREDICTION;
D O I
10.1007/s12597-024-00868-9
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The wind power industry, as one of the fastest-expanding renewable energy industries, experiences high failure rates along with high operating and maintenance costs. Among the different components of a wind turbine, the drive system (DS) is critical in transmission, resulting in a higher failure rate and longer downtime. The prime objective of this work is to determine the reliability of the drive system of a wind turbine under three repair policies. In this article, the authors use reliability analytical methods that are not only applicable to wind turbines but relate to any maintainable system. A quantitative study is carried out to point out differences in all three repair techniques. To analyze the repairs under priority, a flexible class of bivariate stochastic processes is proposed to incorporate the effects, modelled by a copula function. The Markov approach is used and implemented with the supplementary variable technique to estimate the time-dependent reliability and failure analysis.
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页数:29
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