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University of Tennessee, Knoxville

2012

Fault Detection and Diagnosis

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Full-Text Articles in Chemical Engineering

Fault Diagnosis Via Univariate Frequency Analysis Monitoring: A Novel Technique Applied To A Simulated Integrated Drive Generator, Brian Keith Bailey May 2012

Fault Diagnosis Via Univariate Frequency Analysis Monitoring: A Novel Technique Applied To A Simulated Integrated Drive Generator, Brian Keith Bailey

Masters Theses

The purpose of this research was to develop a fault detection and diagnostic method that would be able to detect and isolate seeded faults in data that was generated from a simulated integrated drive generator. The approach to the solution for this problem is summarized below.

A novel approach for the detection and diagnoses of an anomaly due the occurrence of a fault within a system has been developed. This innovative technique uses specific characteristics of the frequency spectrum of a univariate signal to monitor system health for abnormal behavior due to previously characterized component failure.

A fault detection and …