Diagnostics and Prognostics of safety critical systems using machine learning, time and frequency domain analysis

The prime focus of this thesis was to develop a robust Prognostic and Diagnostic Health Management module (PDHM), capable of detecting faults, classifying faults, fault progression tracking and estimating time to failure. Priority was to obtain as much accuracy as possible with the bare minimum amou...

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Bibliographic Details
Main Author: Purkayastha, Pratik
Format: Others
Language:English
Published: Blekinge Tekniska Högskola, Institutionen för tillämpad signalbehandling 2019
Subjects:
PHM
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:bth-17603