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A NEAR OPTIMAL PREVENTIVE MAINTENANCE POLICY WITH THE EFFECT OF AGE REDUCTION FACTOR

机译:近最优预防性维护政策,减少年龄减少因子

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There are many repair/replacement problems have been investigated during the pastdecades. A repairable system is usually subject to stochastic failure when it deteriorates with age. The overall objective of this research is to investigate the optimal maintenance policy by modeling the system deteriorating process as a Markov decision process. The optimal repair/replacement policy is proposed with incorporating the costs of operating cost, general repair, failure replacement and preventive replacement under the discounted cost criterion. The specific maintenance actions for a repairable system are whether to replace the system, to perform a general repair or to keep it operating. This paper is an extension of the model developed by Chen and Feldman (1997) in which an optimal policy is investigated. The major modifications of the standard replacement model in this research are the addition of the general repair with age reduction factor and the number of general repairs can be used more than once. Finally, the optimal parameters of the maintenance policy can be obtained by solving the n-stage problem from the backward recursive scheme over a set of finite horizons to approximate the optimal policy for the infinite planning horizons.
机译:在Pastedecades期间已经调查了许多修复/替换问题。随着年龄恶化时,可修复的系统通常会随机失败而受到随机失败。本研究的整体目标是通过将系统恶化过程建模为马尔可夫决策过程来研究最佳维护策略。提出了利用折扣成本标准的运营成本,一般修复,失败替代和预防性更换的最佳修复/更换策略。可修复系统的特定维护操作是是否更换系统,执行一般维修或保持其运行。本文是由陈和费尔德曼(1997)开发的模型的延伸,其中调查了最佳政策。该研究中标准替代模型的主要修改是增加了随着年龄减少因子的一般修复,并且一般维修的数量可以多次使用。最后,可以通过在一组有限视野上解决来自后向递归方案的n阶段问题来获得维护策略的最佳参数,以近似无限规划视野的最佳政策。

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