Clustering of Condition-Based Maintenance Considering Perfect and Imperfect actions

Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_IJRRS-3-1_008

تاریخ نمایه سازی: 16 شهریور 1400

Abstract:

Recent developments in condition monitoring technology have delivered important opportunities for condition-based maintenance. Although condition-based maintenance allows for more effectively planned maintenance actions, its relative performance depends on the behavior of the deterioration process. The objective of this paper is to develop a clustering model of maintenance activities and analyze the effect of perfect, imperfect, and hybrid maintenance on the cost. We consider a two-component system that experiences three degradation states before a complete failure. The components are equipped with a monitoring system that signals before each state change, on which our clustering is based. Actually, we have three types of clustering aiming at cost minimization. The results provide a general insight into when and how the activities are clustered and what kind of maintenance is selected such that the cost is minimized. Moreover, The results showed that clustering with a more degree of the clusters is more appropriate and produced cost savings about ۷۰%, if the fixed cost exceeds a certain amount.

Authors

Shakiba Bazeli

Department of Industrial Engineering, Yazd University, Yazd, Iran

Mohammad Saber Fallahnezhad

Department of Industrial Engineering, Yazd university, Pejoohesh Street, Safaieh, Yazd, Iran

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