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Start Over Graduate Program Industrial Engineering (PHD) Committee Member Vittaldas Prabhu Access Level restricted_to_institution

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

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Author:
Ademujimi, Toyosi
Title:
Training of Bayesian Network model using Fusion-Learning and Engineering Models for Improved Fault Diagnostics
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Smart Manufacturing
Bayesian Network
Machine Learning
Fault Diagnostics
Small Dataset
Digital Twin
Structure Learning
Parameter Learning
File:
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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

3. Modular Data-Driven Framework for Sensor Selection in Complex Systems

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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

4. Analytical and Experimental Models for Real-time Feedback Control of Robotic Fused Filament Fabrication System

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Author:
Badarinath, Rakshith
Title:
Analytical and Experimental Models for Real-time Feedback Control of Robotic Fused Filament Fabrication System
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Additive Manufacturing
Fused Filament Fabrication
Robotics
Sensing
Control
Computer Vision
Closed-Loop
Synchronization
in-situ inspection
System Identification
Process Model
Modeling
File:
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Committee Members:
Timothy Simpson, Major Field Member
Ed De Meter, Major Field Member
Vittaldas Prabhu, Chair & Dissertation Advisor
Chris Rahn, Outside Unit & Field Member
Steven Landry, Program Head/Chair

5. Dynamic Scheduling Policies and Framework Development for Remanufacturing Organizations Working With Complex and Highly Serialized Assembly Products

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Author:
Chimate, Chetan
Title:
Dynamic Scheduling Policies and Framework Development for Remanufacturing Organizations Working With Complex and Highly Serialized Assembly Products
Graduate Program:
Industrial Engineering (PHD)
Keywords:
Remanufacturing
Advanced Planning and Scheduling
Reverse Supply Chain
Job-Shop Scheduling
Due Date Assignment
Lead Time Estimation
File:
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Committee Members:
V Guide, Outside Unit & Field Member
Robert Voigt, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Jingjing Li, Major Field Member
Vittaldas Prabhu, Major Field Member

6. Performance Assurance in Smart Maintenance

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Restricted (Penn State Only)
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