FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE
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ndltd-OhioLink-oai-etd.ohiolink.edu-wright12846020992021-08-03T06:17:13Z FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE Uliyar, Hithesh Sanjiva Electrical Engineering Engineering Fault Diagnosis Principal Component Analysis(PCA) Electric Power Generation and storage(EPGS) Automotive vehicles are becoming increasingly dependent on electric power, and thistrend will accelerate. The health of the vehicular electric power generation and storage(EPGS) system is crucial to enhance vehicle safety, fuel economy, and customer satisfaction.In this research, a state-of-health (SOH) monitoring method is developed for automotiveEPGS system, focusing on alternator related faults. Parity relations, characterizingthe correlation among EPGS system signals under normal operating conditions, are generatedusing principal/minor component analysis techniques. Based on a design of structuredresiduals, the faults under consideration, including shorted diodes, belt slippage, and regulatorfault, are successfully detected and isolated. The effectiveness of the diagnosticalgorithm is illustrated by using Matlab/Simulink based EPGS Simulation model. 2010-10-28 English text Wright State University / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=wright1284602099 http://rave.ohiolink.edu/etdc/view?acc_num=wright1284602099 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws. |
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NDLTD |
language |
English |
sources |
NDLTD |
topic |
Electrical Engineering Engineering Fault Diagnosis Principal Component Analysis(PCA) Electric Power Generation and storage(EPGS) |
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Electrical Engineering Engineering Fault Diagnosis Principal Component Analysis(PCA) Electric Power Generation and storage(EPGS) Uliyar, Hithesh Sanjiva FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE |
author |
Uliyar, Hithesh Sanjiva |
author_facet |
Uliyar, Hithesh Sanjiva |
author_sort |
Uliyar, Hithesh Sanjiva |
title |
FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE |
title_short |
FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE |
title_full |
FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE |
title_fullStr |
FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE |
title_full_unstemmed |
FAULT DIAGNOSIS OF VEHICULAR ELECTRIC POWER GENERATION AND STORAGE |
title_sort |
fault diagnosis of vehicular electric power generation and storage |
publisher |
Wright State University / OhioLINK |
publishDate |
2010 |
url |
http://rave.ohiolink.edu/etdc/view?acc_num=wright1284602099 |
work_keys_str_mv |
AT uliyarhitheshsanjiva faultdiagnosisofvehicularelectricpowergenerationandstorage |
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1719434079414255616 |