Optimization models and methods under nonstationary uncertainty

Optimization models and methods under nonstationary uncertainty

This research focuses on finding the optimal maintenance policy for an item with varying failure behavior. We analyze several types of item failure rates and develop methods to solve for optimal maintenance schedules. We also illustrate nonparametric modeling techniques for failure rates, and utiliz...

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Bibliographic Details
Main Author: Belyi, Dmitriy
Format: Others
Language:English
Published: 2010
Subjects:
Maintenance optimization
Stochastic optimization
Failure rate modeling
Bayesian nonparametrics
Online Access:http://hdl.handle.net/2152/ETD-UT-2010-08-1685

Internet

http://hdl.handle.net/2152/ETD-UT-2010-08-1685

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