본문 바로가기
KERD
논문KCI 등재

목표 신뢰도를 고려한 원-샷 시스템의 최적검사정책

Optimal Inspection Policy for One-Shot Systems Considering Reliability Goal

0

조회

0

다운로드

1

인용

0

참고문헌

키워드

주제분류산업공학

초록

A one-shot system (device) refers to a system that is stored for a long period of time and is then disposed of after a single mission because it is accompanied by a chemical reaction or physical destruction when it operates, such as shells, munitions in a defense weapon system and automobile airbags. Because these systems are primarily related with safety and life, it is required to maintain a high level of storage reliability. Storage reliability is the probability that the system will operate at a particular point in time after storage. Since the stored one-shot system can be confirmed only through inspection, periodic inspection and maintenance should be performed to maintain a high level of storage reliability. Since the one-shot system is characterized by a large loss in the event of a failure, it is necessary to determine an appropriate inspection period to maintain the storage reliability above the reliability goal. In this study, we propose an optimal inspection policy that minimizes the total cost while exceeding the reliability goal that the storage reliability is set in advance for the one-shot system in which periodic inspections are performed. We assume that the failure time is the Weibull distribution. And the cost model is presented considering the existing storage reliability model by Martinez and Kim et al. The cost components to be included in the cost model are the cost of inspection c1, the cost of loss per unit time between failure and detection c2, the cost of minimum repair of the detected breakdown of units c3, and the overhaul cost c4 of Rs ≤ Rg. And in this paper, we will determine the optimal inspection policy to find the inspection period and number of tests that minimize the expected cost per unit time from the finite lifetime to the overhaul. Compare them through numerical examples.

Abstract

A one-shot system (device) refers to a system that is stored for a long period of time and is then disposed of after a single mission because it is accompanied by a chemical reaction or physical destruction when it operates, such as shells, munitions in a defense weapon system and automobile airbags. Because these systems are primarily related with safety and life, it is required to maintain a high level of storage reliability. Storage reliability is the probability that the system will operate at a particular point in time after storage. Since the stored one-shot system can be confirmed only through inspection, periodic inspection and maintenance should be performed to maintain a high level of storage reliability. Since the one-shot system is characterized by a large loss in the event of a failure, it is necessary to determine an appropriate inspection period to maintain the storage reliability above the reliability goal. In this study, we propose an optimal inspection policy that minimizes the total cost while exceeding the reliability goal that the storage reliability is set in advance for the one-shot system in which periodic inspections are performed. We assume that the failure time is the Weibull distribution. And the cost model is presented considering the existing storage reliability model by Martinez and Kim et al. The cost components to be included in the cost model are the cost of inspection c1, the cost of loss per unit time between failure and detection c2, the cost of minimum repair of the detected breakdown of units c3, and the overhaul cost c4 of Rs ≤ Rg. And in this paper, we will determine the optimal inspection policy to find the inspection period and number of tests that minimize the expected cost per unit time from the finite lifetime to the overhaul. Compare them through numerical examples.

참고문헌 (13)

  1. Barlow, R.E., "Mathematical Theory of reliability" (1996), Society for Industrial and Applied Mathematics
  2. 조용석, "저장신뢰도 유지를 위한 최적 2단계 주기적 검사정책", Communications for Statistical Applications and Methods, 15(3), pp.387~402 (2008), 한국통계학회
  3. Chung, Y. B., "Age replace policy for a system considering failure characteristic of components", Journal of the KSQC, 21(2), pp.109~120 (1993)
  4. Ito, K., "Optimal inspection policies for a system in storage", Computers & Mathematics with Applications, 24(1, pp.2) (1992), 87~90
  5. Ito, K., "An optimal inspection policy for a storage system with high reliability", Micro-electronics Reliability, 36(6), pp.875~882 (1995)
  6. Ito, K., "Extended optimal inspection policies for a system in Storage", Mathematical and Computer Modelling, 22(10-12), pp.83~87 (1995)
  7. 김대익, "신뢰도 분석모델을 이용한 대함유도탄 검사주기 결정에 관한 연구", 한국국방경영분석학회지, 32(2), pp.92~113 (2006), 한국국방경영분석학회
  8. 김동규, "일회성 시스템의 저장신뢰도 결정 모델에 관한 연구", 한국경영과학회지, 38(1), pp.1~13 (2013), 한국경영과학회[DOI]
  9. 김하원, "주기적 검사가 실시되는 원샷 시스템의 신뢰도 분석", 대한산업공학회지, 42(1), pp.20~29 (2016), 대한산업공학회[DOI]
  10. 김연수, "휴면기를 거치는 제품의 신뢰도 예측에 관한 연구", 산업경영시스템학회지, 35(3), pp.173~179 (2012), 한국산업경영시스템학회
  11. Martinez, E.C., "Storage reliability with periodic", Reliability and maintainability symposium, pp.181~185 (1984)
  12. Nakagawa, T., "Maintenance theory of reliability" (2005), Springer-Verlag
  13. Pan, C.C., "Reliability assessment for oneshot product with weibull lifetime components", International Journal of Quality & Reliability Management, 27(5), pp.596~610 (2010)

이 간행물의 다른 논문 (29건)