Availability modeling of systems incorporating uncertainty & multiple failure modes using critical repair time & copula

被引:6
作者
Khati, Amisha [1 ]
Chantola, Neelam [1 ]
Singh, S. B. [1 ]
机构
[1] GB Pant Univ Agr & Technol, Dept Math Stat & Comp Sci, Pantnagar, India
关键词
Availability; Critical repair time; Gumbel-Hougaard copula; Multiple failure modes; Uncertainty; PREVENTIVE MAINTENANCE; RELIABILITY; POLICY;
D O I
10.1080/03610918.2022.2156544
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper investigates the availability of a system incorporating uncertainty in the inspection period, including multiple failure modes (FMs). We decrease or increase the inspection period depending on the occurrence or nonoccurrence of system failure during any particular inspection, i.e. if, during an inspection, a defect is detected, we reduce the inspection period for the next inspection, and if no defect is found, we increase the inspection period. Also, the proposed model is examined under a pre-defined critical repair time incorporating the Gumbel-Hougaard copula. This paper considers a repairable system having alpha number of FMs. Random failure times are associated with every single FM, and whenever the system collapses from the ath FM, a subsequent corrective repair is conducted, which requires a random amount of time psi(a) (a = 1, 2, horizontal ellipsis , alpha). Then the point and long-run availability of the proposed model are derived, and a sensitivity analysis is done to examine how inspection time affects the system's availability. Additionally, the system's average long-run cost rate is analyzed, and the model is employed to determine the optimal inspection period that optimizes the system's ALRCR. Lastly, the results are verified via a numerical illustration of a power transformer.
引用
收藏
页码:595 / 609
页数:15
相关论文
共 32 条
[1]   An Analysis of Availability for Series Markov Repairable System With Neglected or Delayed Failures [J].
Bao, Xinzhuo ;
Cui, Lirong .
IEEE TRANSACTIONS ON RELIABILITY, 2010, 59 (04) :734-743
[2]   A study of postponed replacement in a delay time model [J].
Berrade, M. D. ;
Scarf, P. A. ;
Cavalcante, C. A. V. .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2017, 168 :70-79
[3]   Imperfect inspection and replacement of a system with a defective state: A cost and reliability analysis [J].
Berrade, M. D. ;
Scarf, P. A. ;
Cavalcante, C. A. V. ;
Dwight, R. A. .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2013, 120 :80-87
[4]   Bounding the optimal burn-in time for a system with two types of failure [J].
Cha, JH ;
Lee, S ;
Mi, J .
NAVAL RESEARCH LOGISTICS, 2004, 51 (08) :1090-1101
[5]   The effect of transformer parameters on reliability assessment with the help of health index [J].
Chantola, Neelam ;
Singh, S. B. .
INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2019, 36 (06) :895-916
[6]   Optimum sequential preventive maintenance first or last policies with imperfect maintenance for a system subject to shocks [J].
Chen, Yen-Luan ;
Chang, Chin-Chih .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2022, 51 (01) :162-178
[7]   A geometric process repair model with inspections and its optimisation [J].
Cheng, G. Q. ;
Li, L. .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2012, 43 (09) :1650-1655
[8]   AN AVAILABILITY MODEL FOR STORAGE PRODUCTS UNDER PERIODICAL INSPECTIONS [J].
Cui, Lirong ;
Zhao, Xian ;
Shen, Jianbo ;
Xu, Yu .
INTERNATIONAL JOURNAL OF RELIABILITY QUALITY & SAFETY ENGINEERING, 2010, 17 (02) :89-103
[9]   Availability analysis of periodically inspected systems with random walk model [J].
Cui, LR ;
Xie, M .
JOURNAL OF APPLIED PROBABILITY, 2001, 38 (04) :860-871
[10]   RELIABILITY AND MTTF EVALUATION OF A 2 DUPLEX-UNIT STANDBY SYSTEM WITH 2 TYPES OF REPAIR [J].
GUPTA, PP ;
SHARMA, MK .
MICROELECTRONICS AND RELIABILITY, 1993, 33 (03) :291-295