Stochastic modeling and prognostic analysis of complex systems using condition-based real-time sensor signals

This dissertation presents a stochastic framework for modeling the degradation processes of components in complex engineering systems using sensor based signals. Chapters 1 and 2 discuses the challenges and the existing literature in monitoring and predicting the performance of complex engineering s...

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Bibliographic Details
Main Author: Bian, Linkan
Other Authors: Gebraeel, Nagi
Language:en_US
Published: Georgia Institute of Technology 2014
Subjects:
Online Access:http://hdl.handle.net/1853/51753