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A Budget-Sensitive Approach to Scheduling Maintenance in a Total Productive Maintenance (TPM) Program

机译:在总生产维护(TPM)计划中计划维护的预算敏感方法

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Scheduling planned maintenance activities is key to the success of Total Productive Maintenance (TPM) in reducing the mean and variability of production lead time. Most existing maintenance-scheduling models are risk-neutral, striving to control long-run costs. Some are variance-penalizing, addressing both average cost and cost variance. Neither addresses budget constraints. We present two models that use semi-variance combined with the mean to simultaneously optimize maintenance with respect to long-run costs and short-term budgets. The first model, geared for individual pieces of equipment (e.g., a pump or dryer), uses renewal theory. The second model presented is based on Markov decision processes and is appropriate for manufacturing systems composed of several units, any one of which can fail. An application of each model is presented. Beneficial operational costs variance is not penalized in this approach, which is more appropriate.
机译:计划有计划的维护活动是全面生产维护(TPM)成功的关键,它可以减少生产提前期的均值和可变性。大多数现有的维护计划模型都是风险中性的,致力于控制长期成本。有些正在减少差异,同时解决了平均成本和成本差异。两者均未解决预算限制。我们提出了两个使用半方差与均值相结合的模型,以针对长期成本和短期预算同时优化维护。第一个模型适用于单个设备(例如泵或干燥机),使用更新理论。提出的第二个模型基于马尔可夫决策过程,适用于由多个单元组成的制造系统,其中任何一个都可能发生故障。介绍了每种模型的应用。有益的运营成本差异在这种方法中不会受到惩罚,这更合适。

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