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Preventive maintenance and replacement policies for deteriorating production systems subject to imperfect repairs

机译:预防性维护和更换政策,用于不完善维修的恶化生产系统

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摘要

This paper presents a special case of integration of the preventive maintenance into the repair/replacement policy of a failure-prone system. The machine of the considered system exhibits increasing failure intensity and increasing repair times. To reduce the failure rate and subsequent repair times following a failure, there is an incentive to perform preventive maintenance on the machine before failure. When a failure occurs, the machine can be repaired or replaced by a new one. Thus the machine's mode at any time can be classified as either operating, in repair, in replacement or in preventive maintenance. The decision variables of the system are the repair/replacement switching age or number of failures at the time of the machine's failure and the preventive maintenance rate. The problem of determining the repair/replacement and preventive maintenance policies is formulated as a semi-Markov decision process and numerical methods are given in order to compute optimal policies which minimise the average cost incurred by preventive maintenance, repair and replacement over an infinite planning horizon. As expected, the decisions to repair or to replace the machine upon a failure are modified by performing preventive maintenance. A numerical example is given and a sensitivity analysis is performed to illustrate the proposed approach and to show the impact of various parameters on the control policies thus obtained.
机译:本文介绍了将预防性维护集成到容易发生故障的系统的维修/更换策略中的一种特殊情况。所考虑的系统的机器表现出增加的故障强度和增加的维修时间。为了降低故障率和故障后的后续维修时间,有动机在故障之前对机器进行预防性维护。发生故障时,可以修理机器或更换新机器。因此,机器在任何时候的模式都可以分为运行,维修,更换或预防性维护。系统的决策变量是机器故障时的维修/更换开关寿命或故障次数以及预防性维护率。确定维修/更换和预防性维护策略的问题被公式化为半马尔可夫决策过程,并给出了数值方法,以便计算最佳策略,从而将在无限规划范围内的预防性维护,修理和更换所产生的平均成本降至最低。如预期的那样,通过执行预防性维护可以修改在出现故障时进行维修或更换机器的决策。给出了一个数值示例,并进行了敏感性分析,以说明所提出的方法并显示各种参数对由此获得的控制策略的影响。

著录项

  • 来源
    《International Journal of Production Research》 |2011年第13期|p.3543-3563|共21页
  • 作者单位

    Mechanical Engineering Department, Production Technologies Integration Laboratory, Ecole de technologie superieure, 1100 Notre Dame Street West, Montreal, Quebec H3C 1K3, Canada;

    Automated Production Engineering Department, Production System Design and Control Laboratory, Ecole de technologie superieure, 1100 Notre Dame Street West, Montreal, Quebec H3C 1K3, Canada;

    Mechanical Engineering Department, Production Technologies Integration Laboratory, Ecole de technologie superieure, 1100 Notre Dame Street West, Montreal, Quebec H3C 1K3, Canada;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    manufacturing systems; numerical methods; optimal control; damage failures; replacement; repair; preventive maintenance;

    机译:制造系统;数值方法最佳控制;损坏失败;替代;修理;预防性的维护;

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