多级网络中备件库存与预防性维护的联合规划

Yue Shi, Yisha Xiang, T. Jin, Yueqin Li
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引用次数: 3

摘要

备件库存和预防性维护在确保资本设备的可用性方面起着至关重要的作用。本文研究了预防性维修和备件库存联合优化的成本-可靠性效益。由于问题的复杂性和数学上的难解性,我们提出了一个仿真框架来解决这个多梯队网络中的联合规划问题。本文开发的通用仿真模型允许对故障率不断增加的设备车队的备件库存和预防性维护的联合决策进行更接近现实的分析。考虑了基于块和基于年龄的预防性维护策略。我们还采用基于绩效的契约方法来分析不同激励机制下库存成本和目标可用性之间的权衡关系。通过数值实验验证了联合策略的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint planning for spare parts inventory and preventive maintenance in a multi-echelon network
Spare parts inventory and preventative maintenance play a vital role in ensuring operational availability of capital equipment. This paper investigates the cost-reliability benefits from jointly optimising preventive maintenance and spare parts inventory. Due to the problem complexity and the mathematical intractability, we propose a simulation framework to tackle this joint planning problem in a multi-echelon network. The general simulation model developed in this paper allows a closer-to-reality analysis of joint decisions on spare parts inventory and preventive maintenance for a fleet of equipment with increasing failure rates. Both block- and age-based preventive maintenance policies are considered. We also adopt a performance-based contracting approach to analysing the trade-off between inventory cost and target availability in different incentive mechanisms. Numerical experiments are presented to illustrate the effectiveness of the joint policies.
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