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Author:

Colosi, Lindsey Diane

Title:

Predictions of Fleet Readiness Using Daily Optimization

Graduate Program:

Industrial Engineering

Keywords:

maintenance optimization
fleet readiness

File:

Download MS_Thesis_Colosi_May2010.pdf

Committee Members:

Ling Rothrock, Thesis Advisor/Co-Advisor
Ling Rothrock, Thesis Advisor/Co-Advisor
Russell Richard Barton, Thesis Advisor/Co-Advisor

Author:

Hoffman, Michael L

Title:

Condition-based Maintenance Policy Optimization Using Genetic Algorithms and Gaussian Markov Improvement Algorithm

Graduate Program:

Industrial Engineering

Keywords:

condition-based maintenance
maintenance optimization
genetic algorithm
gaussian markov improvement algorithm

File:

Download Hoffman_Thesis.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Eunhye Song, Thesis Advisor/Co-Advisor
Michael Brundage, Committee Member

Author:

Hoffman, Michael L

Title:

Online Maintenance Prioritization via Monte Carlo Tree Search and Case-based Reasoning in Complex Manufacturing Systems

Graduate Program:

Industrial Engineering

Keywords:

maintenance optimization
condition-based maintenance
case-based reasoning
optimization via simulation
discrete event simulation
predictive maintenance
monte carlo tree search
artificial intelligence

File:

Download hoffman_dissertation.pdf

Committee Members:

Soundar Kumara, Co-Chair, Major Member & Dissertation Advisor
Russell Barton, Outside Unit & Field Member
Daniel Finke, Major Field Member
Michael Brundage, Special Member
Steven Landry, Program Head/Chair
Eunhye Song, Co-Chair & Dissertation Advisor