An optimal structured policy for maintenance of partially observable aircraft engine components
✍ Scribed by Wallace J. Hopp; Yar-Lin Kuo
- Publisher
- John Wiley and Sons
- Year
- 1998
- Tongue
- English
- Weight
- 116 KB
- Volume
- 45
- Category
- Article
- ISSN
- 0894-069X
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✦ Synopsis
This paper considers the maintenance of aircraft engine components that are subject to stress. We model the deterioration process by means of the cumulative jump process representation of crack growth. However, because in many cases cracks are not easily observable, maintenance decisions must be made on the basis of other information. We incorporate stress information collected via sensors into the scheduling decision process by means of a partially observable Markov decision process model. Using this model, we demonstrate the optimality of structured maintenance policies, which support practical maintenance schedules.