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Author:

Khatkhate, Amol Madhav

Title:

Anomaly Detection in Electromechanical Systems using Symbolic Dynamics

Graduate Program:

Mechanical Engineering

Keywords:

structural health monitoring
symbolic dynamics
diagnostics
prognostics
electromechanical systems
pattern identification

File:

Download AMK-Dissertation.pdf

Committee Members:

Asok Ray, Committee Chair/Co-Chair
Eric Russell Marsh, Committee Member
Jeffrey Louis Schiano, Committee Member
Dr Qian Wang, Committee Member
Eric Keller, Committee Member

Author:

Lewis, Gregory Gerald

Title:

Plastics and diagnostic assays with selective and sensitive macroscopic responses

Graduate Program:

Chemistry

Keywords:

diagnostics
assay
point-of-care
analytical
polymers
depolymerization
additive manufacturing

File:

Download GGL_Thesis_Final.pdf

Committee Members:

Scott T Phillips, Dissertation Advisor/Co-Advisor
Philip C. Bevilacqua, Committee Member
Christine Dolan Keating, Committee Member
Enrique Daniel Gomez, Committee Member

Author:

Roemer, Michael Richard

Title:

Fuzzy Logic, Neural Networks and Statistical Classifiers for the Detection and Classification of Control Valve Blockages

Graduate Program:

Mechanical Engineering

Keywords:

neural network
fuzzy logic
statistical classifier
condition-based maintenance
cbm
support vector machines
discriminant analysis
k-nearest-neighbor
vibration
diagnostics
rotary valve
process control valve
control valve
blockage
valve blockage

File:

Download Roemer_ThesisFinal.pdf

Committee Members:

Christopher Rahn, Thesis Advisor/Co-Advisor
Karl Reichard, Thesis Advisor/Co-Advisor