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Title of Journal: J Intell Manuf

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Abbravation: Journal of Intelligent Manufacturing

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Springer US

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1572-8145

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Condition based maintenance optimization consideri

Authors: Zhigang Tian Daming Lin Bairong Wu
Publish Date: 2009/11/06
Volume: 23, Issue: 2, Pages: 333-340
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Abstract

In condition based maintenance CBM optimization the main optimization objectives include maximizing reliability and minimizing maintenance costs which are often times conflicting to each other In this work we develop a physical programming based approach to deal with the multiobjective condition based maintenance optimization problem Physical programming presents two major advantages 1 it is an efficient approach to capture the decision makers’ preferences on the objectives by eliminating the iterative process of adjusting the weights of the objectives and 2 it is easy to use in that decision makers just need to specify physically meaningful boundaries for the objectives The maintenance cost and reliability objectives are calculated based on proportional hazards model and a control limit CBM replacement policy With the proposed approach the decision maker can systematically and efficiently make good tradeoff between the cost objective and reliability objective An example is used to illustrate the proposed approach

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