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1. 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

2. Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics

restricted_to_institution
Restricted (Penn State Only)
Author:
Ademujimi, Toyosi
Title:
Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics
Graduate Program:
Industrial Engineering
Keywords:
Smart Manufacturing
Bayesian Network
Machine Learning
Fault Diagnostics
Small Dataset
Digital Twin
Structure Learning
Parameter Learning
File:
Login to Download
Committee Members:
Dennis Lin, Outside Unit, Field & Minor Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Paul Griffin, Major Field Member
Daniel Finke, Major Field Member