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Author:

Kulkarni, Amol

Title:

Modular Data-Driven Framework for Sensor Selection in Complex Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Sensor Selection
NLP
Fault Identification
Clustering
Unsupervised Machine Learning
Topic Modeling
Fuzzy Clustering
Ordered Clustering

File:

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Committee Members:

Saurabh Basu, Major Field Member
Hui Yang, Major Field Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Janis Terpenny, Special Member
Chris Rahn, Outside Unit & Field Member
Steven Landry, Program Head/Chair

Author:

Alsanousi, Mowffq

Title:

MODELING INFRASTRUCTURE MAINTENANCE SERVICE CONTRACTS WITH APPLICATIONS TO OIL REFINERIES

Graduate Program:

Industrial Engineering (MS)

Keywords:

maintenance
shutdowns
refineries
deterministic
integer programming
optimize
procurement

File:

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Committee Members:

Steven Landry, Program Head/Chair
Vittaldas V Prabhu, Thesis Advisor/Co-Advisor
Paul Griffin, Committee Member

Author:

Liu, Meng

Title:

Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Machine Learning
Healthcare
data analtics

File:

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair, Minor Member & Dissertation Advisor
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit & Field Member
Swaminathan P. Iyer, Special Member
Qiushi Chen, Major Field Member
Kartik Ramakrishna, Special Member

Author:

Gonzalez-Vargas, Jessica

Title:

Validating the Utility of Online Learning and Non-Immersive Virtual Reality on Central Venous Catheterization Education

Graduate Program:

Industrial Engineering (PHD)

Keywords:

medical education
central venous catheterization
online training
virtual reality
surgical education
complications
medical training
non-immersive virtual reality

File:

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Committee Members:

Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member
Jason Moore, Outside Unit & Field Member
Scarlett Miller, Chair & Dissertation Advisor
Hui Yang, Major Field Member
Elizabeth Sinz, Special Member

Author:

Reimao Maggi Nicolosi Rocha, Gabriel

Title:

Fourier Approximations of Optimal Control Surfaces and Their Applications

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Optimal Control
Numerical Optimal Control
Fourier Approximation
Evolutionary Games
Odd-Circulant Games
Learning
Direct Methods in Optimal Control
Fourier Neural Network
Augmented Lagrangian
Optimal Control Surfaces
Stochastic Bass Equation
Skew-Symmetric Evolutionary Games
Global Collocation

File:

Download Gabriel_Nicolosi_-_PhD_Dissertation.pdf

Committee Members:

Steven Landry, Program Head/Chair
Christopher Griffin, Co-Chair & Dissertation Advisor
Constantino Lagoa, Outside Unit, Field & Minor Member
Terry Friesz, Co-Chair & Dissertation Advisor
Brian Swenson, Special Member
Paul Griffin, Major Field Member

Author:

Melnik, Samantha

Title:

Modeling Manufacturing Process CO2 Emissions to Reduce the Iron and Steel Industry Carbon Footprint

Graduate Program:

Industrial Engineering (MS)

Keywords:

steelmaking
steel
iron
co2 emissions
emissions modeling
green steel
net-zero steel
carbon reduction
carbon emissions
steel industry

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Committee Members:

Paul Carl Lynch, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Committee Member
Steven Landry, Program Head/Chair

Author:

Li, Xinru

Title:

Large-scale Discrete Optimization via Simulation Using Gaussian Markov Random Field

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Gaussian Markov random field
discrete optimization via simulation
linear algebraic
high-dimensional
parallelization

File:

Download Xinru_Final.pdf

Committee Members:

Eunhye Song, Chair & Dissertation Advisor
Enrique Del Castillo, Major Field Member
Russell Barton, Major Field Member
Runze Li, Outside Unit, Field & Minor Member
Steven Landry, Program Head/Chair
Andreas Waechter, Special Member
Member Committee, Special Member

Author:

Kumar, Vishnu

Title:

Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Supply Chain
Graph Database
Knowledge Graph
Machine Learning
Link Prediction
RDF
Manufacturing
BioPharma

File:

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair & Dissertation Advisor
Timothy Simpson, Outside Field Member
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit Member
Vijay Srinivasan, Special Member

Author:

Peck, William

Title:

Network Considerations for a Cloud Manufacturing Marketplace

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Industry 4.0
Cloud Manufacturing
Computer Vision
KAZE Descriptors
Discrete-Event Simulation
Tukey's Honestly Significant Difference

File:

Download Dissertation_Document_WJP_11022023_Final_Submission.pdf

Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Co-Chair & Dissertation Advisor
Saurabh Basu, Major Field Member
Simon Miller, Outside Field Member
Russell Barton, Outside Unit Member
Daniel Finke, Co-Chair & Dissertation Advisor

Author:

Cole, Courtney

Title:

An Exploration of the Impact of Psychological Safety in Engineering Design Student Teams

Graduate Program:

Industrial Engineering (PHD)

Keywords:

psychological safety
engineering design
engineering design teams
industrial engineering
creativity
cognitive style
gender
innovation
idea goodness
idea fluency
concept generation
concept selection
concept screening
idea generation
prototyping
functional prototype
beta prototype
communication
team
teamwork
outputs
performance
productivity
effectiveness

File:

Download Courtney_Cole_Dissertation_7_13_2022_FINAL.pdf

Committee Members:

Steven Landry, Program Head/Chair
Scarlett Miller, Co-Chair & Dissertation Advisor
Kathryn Jablokow, Co-Chair & Dissertation Advisor
Yiqi Zhang, Major Field Member
Susan Simkins, Outside Unit & Field Member
Jessica Menold, Major Field Member