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1. 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
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

2. A V-Model Framework to Support Qualification of Metal Additive Manufacturing Parts Made with Laser Powder Bed Fusion

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Restricted (Penn State Only)
Author:
Roh, Byeong Min
Title:
A V-Model Framework to Support Qualification of Metal Additive Manufacturing Parts Made with Laser Powder Bed Fusion
Graduate Program:
Mechanical Engineering
Keywords:
V-ModelOntology
Sensors
V-Model
Quality Assurance
Metal Additive Manufacturing
Ontology
Data-Driven Modeling
In-Situ Monitoring
Sensor Selection
Printable Zone
Ontology-Driven Physics-Informed Neural Network
Monitoring and Quality Networks
Complex Systems
File:
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Committee Members:
Daniel Connell Haworth, Program Head/Chair
Soundar Kumara, Outside Unit & Field Member
Timothy Simpson, Chair & Dissertation Advisor
Allison Beese, Major Field Member
Guhaprasanna Manogharan, Major Field Member
Paul Witherell, Special Member