Document Type

Dissertation

College

College of Engineering

Department

Industrial and Engineering Management

Degree

PhD in Engineering Management

Dissertation Defense Date

2018

First Advisor

Li, Zhaojun

Second Advisor

Keyser, Thomas

First Committee Member

Niknam, Seyed Ahmad

Second Committee Member

Zhou, Ruolin

Additional Committee Member(s)

Keyser, Thomas; Cheraghi, Hossein S.

Abstract

"This research investigates prognostics modeling methods on repeated measurement data of multiple units in order to improve the prediction accuracy and facilitate effective pre- dictive maintenance. Engineering systems deteriorate in performance over time and are subject to the stresses in operation. Maintenance is carried out to assure satisfactory levels of reliability during the life of systems."

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