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Start Over Year 2020 Keyword Additive Manufacturing Keyword Machine Learning

1. Machining Behavior and Material Properties in Additive Manufacturing of Ti-6Al-4V Parts

open_access
Open Access
Author:
Gong, Xi
Title:
Machining Behavior and Material Properties in Additive Manufacturing of Ti-6Al-4V Parts
Graduate Program:
Mechanical Engineering
Keywords:
Additive Manufacturing
Ti-6Al-4V
PSP Linkages
Machine Learning
Microstructure
File:
Download Xi_Gong_Dissertation_Draft_0707v2.pdf
Committee Members:
Guhaprasanna Manogharan, Dissertation Advisor/Co-Advisor
Guhaprasanna Manogharan, Committee Chair/Co-Chair
Edward Demeter, Committee Member
Eric Russell Marsh, Committee Member
Saurabh Basu, Outside Member
Daniel Connell Haworth, Program Head/Chair

2. Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements

open_access
Open Access
Author:
Imani, Farhad
Title:
Sensor-based Modeling and Analysis of Advanced Manufacturing Systems for Quality Improvements
Graduate Program:
Industrial Engineering
Keywords:
Additive Manufacturing
Artificial Intelligence
Smart Manufacturing
Machine Learning
Process Monitoring and Control
Quality Control
File:
Download Dissertation_Final_Farhad_Imani.pdf
Committee Members:
Hui Yang, Dissertation Advisor/Co-Advisor
Hui Yang, Committee Chair/Co-Chair
Timothy W. Simpson, Committee Member
Saurabh Basu, Committee Member
Edward William Reutzel, Outside Member
Steven James Landry, Program Head/Chair

3. A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING

open_access
Open Access
Author:
Mojahed Yazdi, Reza
Title:
A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING
Graduate Program:
Industrial Engineering
Keywords:
Deep Learning
Wavelet Analysis
Process Monitoring
Texture Analysis
Additive Manufacturing
Laser Powder Bed Fusion
Data Analysis
Machine Learning
File:
Download Reza_Mojahed_Yazdi_Master_Thesis.pdf
Committee Members:
Hui Yang, Thesis Advisor/Co-Advisor
Steven James Landry, Program Head/Chair
Soundar Rajan Tirupatikumara, Committee Member
Clyde Lee Giles, Committee Member

4. Study of Process-Structure-Property Relationships in Stainless Steel 316L Made by Powder Bed Fusion

open_access
Open Access
Author:
O'Brien, John
Title:
Study of Process-Structure-Property Relationships in Stainless Steel 316L Made by Powder Bed Fusion
Graduate Program:
Additive Manufacturing and Design
Keywords:
Additive Manufacturing
316L
3D Printing
L-PBF
Machine Learning
Statistics
Process control
File:
Download OBrien-Thesis-Final.pdf
Committee Members:
Allison Michelle Beese, Thesis Advisor/Co-Advisor
Timothy W. Simpson, Thesis Advisor/Co-Advisor
Guhaprasanna Manogharan, Committee Member
Timothy W. Simpson, Program Head/Chair