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총 수명유지비를 고려한 무기체계 신뢰도 할당 모형

Reliability Allocation Model of Weapon System Through Total Life Cycle Cost

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A minor defect in weapon systems such as aircraft, high-speed vehicle and nuclear power system, can cause fatal consequences. Thus, the weapon systems are requested high reliability to guarantee the use in the battlefield without any defects. Most of researches dealt with reliability maximization problem under considering the limited budget. But in practice, the majority of defense acquisition program go over their budget. Therefore, weapon developers have to consider the use of cost within the budget as well as reliability. Usually, reliability allocation problems are classified into two types :Maximization of the reliability within the budget and minimization of the cost with target reliability. In this research, unlike the previous two types of reliability allocation models which considered the initial acquisition cost in the phase of R&D, we suggest a new reliability allocation model which considers the maintenance costs after the force integration. Initial acquisition cost of weapon systems which have series and parallel mixed structure is expressed as a function,and Markov Chain model is used to calculate the expected value of maintenance cost which can be raised by fault repair and replacement. Based on that, we suggest a reliability allocation mathematics model of the objective function of total required costs optimization by nonlinear programing. In conclusion, we can figure out that, in case of weapon system acquisition program within the budget, the reliability allocation which optimize the maintenance costs while achieving target reliability with minimum cost is more efficient than traditional way of allocating reliability into sub-structures of weapon system with maximization of total reliability.

Abstract

A minor defect in weapon systems such as aircraft, high-speed vehicle and nuclear power system, can cause fatal consequences. Thus, the weapon systems are requested high reliability to guarantee the use in the battlefield without any defects. Most of researches dealt with reliability maximization problem under considering the limited budget. But in practice, the majority of defense acquisition program go over their budget. Therefore, weapon developers have to consider the use of cost within the budget as well as reliability. Usually, reliability allocation problems are classified into two types :Maximization of the reliability within the budget and minimization of the cost with target reliability. In this research, unlike the previous two types of reliability allocation models which considered the initial acquisition cost in the phase of R&D, we suggest a new reliability allocation model which considers the maintenance costs after the force integration. Initial acquisition cost of weapon systems which have series and parallel mixed structure is expressed as a function,and Markov Chain model is used to calculate the expected value of maintenance cost which can be raised by fault repair and replacement. Based on that, we suggest a reliability allocation mathematics model of the objective function of total required costs optimization by nonlinear programing. In conclusion, we can figure out that, in case of weapon system acquisition program within the budget, the reliability allocation which optimize the maintenance costs while achieving target reliability with minimum cost is more efficient than traditional way of allocating reliability into sub-structures of weapon system with maximization of total reliability.

참고문헌 (11)

  1. 최충현, "무기체계 개발단계에서의 신뢰도 분석 활동", 국방품질, 19 (2002)
  2. 김호균, "부품선택이 존재하는 직렬시스템의 신뢰성 최적화 해법", 대한산업공학회지, 34(1), pp.49~56 (2008), 대한산업공학회
  3. 김호균, "다중 부품선택이 존재하는 직렬구조시스템의 최적 신뢰성 설계를 위한 시뮬레이티드 어닐링 알고리즘", 산업공학, 17 (2004)
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  5. Reliability Apportionment, Preliminary Report EIAM, Task Ⅱ, "Karmiol, E.D.", General Electric Schenectady, ~ (1965)
  6. Hsieh, Y. C., "A linear approximation for redundant reliability problems with multiple component choices", Computers & Industrial Engineering, 44 (2002)
  7. Nahas, N., "Ant system for reliability optimization of a series system with multiple-choice and budget constraints", Reliability Engineering and System Safety, 92 (2005)
  8. Nakagawa, Y., "Surrogate constraints algorithm for reliability optimization problems with two constraints", IEEE Transactions on Reliability, 30(2) (1981)
  9. Ramirez-Marquez, J. E., "A heuristic for solving the redundancy allocation problem for multiple-state series-parallel systems", Reliability Engineering and System Safety, 83 (2004)
  10. Reliability of Military Electronic Equipment, , Office of the Assistant Secretary of Defence Research & Engineering, ~ (1957)
  11. Sung, C.S., "Reliability optimization of a series system with multiple-chice and budget constraint", European Journal of Operational Research, 127 (2000)

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