1. Fuzzy Logic, Neural Networks and Statistical Classifiers for the Detection and Classification of Control Valve Blockages Open Access 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 networkfuzzy logicstatistical classifiercondition-based maintenancecbmsupport vector machinesdiscriminant analysisk-nearest-neighborvibrationdiagnosticsrotary valveprocess control valvecontrol valveblockagevalve blockage File: Download Roemer_ThesisFinal.pdf Committee Members: Christopher Rahn, Thesis Advisor/Co-AdvisorKarl Reichard, Thesis Advisor/Co-Advisor