Functional principal component analysis of vibrational signal data: A functional data analytics approach for fault detection and diagnosis of internal combustion engines

Fault detection and diagnosis is a critical component of operations management systems. The goal of FDD is to identify the occurrence and causes of abnormal events. While many approaches are available, data-driven approaches for FDD have proven to be robust and reliable. Exploiting these advantages,...

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Bibliographic Details
Main Author: McMahan, Justin Blake
Other Authors: Brian K. Smith
Format: Others
Language:en
Published: MSSTATE 2018
Subjects:
Online Access:http://sun.library.msstate.edu/ETD-db/theses/available/etd-10212018-171328/