On the Use of Time-Limited Information for Maintenance Decision Support: A Predictive Approach under Maintenance Constraints
This paper deals with a gradually deteriorating system operating under an uncertain environment whose state is only known on a finite rolling horizon. As such, the system is subject to constraints. Maintenance actions can only be planned at imposed times called maintenance opportunities that are ava...
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Veröffentlicht in: | Mathematical problems in engineering 2013-01, Vol.2013 (2013), p.1-11 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | This paper deals with a gradually deteriorating system operating under an uncertain environment whose state is only known on a finite rolling horizon. As such, the system is subject to constraints. Maintenance actions can only be planned at imposed times called maintenance opportunities that are available on a limited visibility horizon. This system can, for example, be a commercial vehicle with a monitored critical component that can be maintained only in some specific workshops. Based on the considered system, we aim to use the monitoring data and the time-limited information for maintenance decision support in order to reduce its costs. We propose two predictive maintenance policies based, respectively, on cost and reliability criteria. Classical age-based and condition-based policies are considered as benchmarks. The performance assessment shows the value of the different types of information and the best way to use them in maintenance decision making. |
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ISSN: | 1024-123X 1563-5147 |
DOI: | 10.1155/2013/983595 |