Optimal joint maintenance and operation policies to maximise overall systems effectiveness

被引:39
作者
AlDurgam, Mohammad M. [1 ]
Duffuaa, Salih O. [1 ]
机构
[1] King Fahd Univ Petr & Minerals, Dept Syst Engn, Dhahran 31261, Saudi Arabia
关键词
overall systems effectiveness; partially observed Markov decision process; maintenance; PREVENTIVE MAINTENANCE; EQUIPMENT EFFECTIVENESS; QUALITY-CONTROL; AVAILABILITY; MACHINE; OEE;
D O I
10.1080/00207543.2012.659351
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the problem of determining the optimal maintenance and operation policies for a multi-state, multi-stage machine maintenance problem is considered. This problem has been formulated in the literature as a Partially Observed Markov Decision Process (POMDP). A new formulation that explicitly ties maintenance, operation, and quality within the POMDP framework is provided. The new formulation maximises Overall Systems Effectiveness for an n-state system with multiple speed and maintenance actions. The model provides, for each time epoch, a set of optimal maintenance and production-rate actions. The decision-maker (controller) can select the optimal policy depending on the system state occupancy vector (belief state). A realistic numerical model is presented to demonstrate the model utility.
引用
收藏
页码:1319 / 1330
页数:12
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