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

open_access
Open Access
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