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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