Optimal planning of life-depleting maintenance activities

被引:14
作者
Khojandi, Anahita [1 ]
Maillart, Lisa M. [1 ]
Prokopyev, Oleg A. [1 ]
机构
[1] Univ Pittsburgh, Dept Ind Engn, Pittsburgh, PA 15261 USA
基金
美国国家科学基金会;
关键词
remote transmission; finite horizon; Markov decision process; Virtual age; MINIMAL REPAIR COSTS; PREVENTIVE MAINTENANCE; IMPERFECT MAINTENANCE; PERIODIC REPLACEMENT; SENSOR NETWORKS; WARRANTY; POLICY; REDUCTION; EQUIPMENT; FAILURE;
D O I
10.1080/0740817X.2013.849835
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article considers a system with a deterministic initial lifetime that generates reward at a decreasing rate as its virtual age increases. Maintenance can be performed to reduce the virtual age of the system; however, maintenance also shortens the remaining lifetime of the system. Given this tradeoff, the lifetime reward-maximizing maintenance policies under perfect maintenance for non-failure-prone systems, and both perfect and imperfect maintenance for failure-prone systems are analyzed. For each combination considered, structural properties of the resulting optimal policies are derived and exploited to develop solution techniques. Insightful numerical examples are also provided.
引用
收藏
页码:636 / 652
页数:17
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