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Author:

Bernardo, Joseph T

Title:

Hard/Soft Information Fusion in the Condition Monitoring of Aircraft

Graduate Program:

Information Sciences and Technology

Keywords:

hard/soft information fusion
condition-based maintenance
condition monitoring
human factors
decision-making

File:

Download Bernardo_Dissertation_-_Final.pdf

Committee Members:

David J Hall, Dissertation Advisor/Co-Advisor
David J Hall, Committee Chair/Co-Chair
Michael David Mcneese, Committee Member
Guoray Cai, Committee Member
Richard Laurence Tutwiler, Special Member

Author:

Roemer, Michael Richard

Title:

Fuzzy Logic, Neural Networks and Statistical Classifiers for the Detection and Classification of Control Valve Blockages

Graduate Program:

Mechanical Engineering

Keywords:

neural network
fuzzy logic
statistical classifier
condition-based maintenance
cbm
support vector machines
discriminant analysis
k-nearest-neighbor
vibration
diagnostics
rotary valve
process control valve
control valve
blockage
valve blockage

File:

Download Roemer_ThesisFinal.pdf

Committee Members:

Christopher Rahn, Thesis Advisor/Co-Advisor
Karl Reichard, 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 (PHD)

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

Author:

Tien, Kai Wen

Title:

Performance Assurance in Smart Maintenance

Graduate Program:

Industrial Engineering (PHD)

Keywords:

performance assurance
exception analytics
condition-based maintenance
continuous time Markov decision process
phase-type distribution
corrective maintenance
preventive maintenance

File:

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Committee Members:

Sanjay Joshi, Major Field Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Saurabh Bansal, Outside Unit & Field Member
Paul Griffin, Major Field Member