Assessing HMM and SVM for Condition-Based Monitoring and Fault Detection in HEV Electrical Machines

Assessing HMM and SVM for Condition-Based Monitoring and Fault Detection in HEV Electrical Machines

The rise of hybrid electric vehicles (HEVs) marks a shift away from traditional engines driven by environmental and economic concerns. With the rapid growth of HEVs worldwide, their reliability becomes of utmost concern; thus, guaranteeing the proper operation of HEVs is a crucial quest. Condition-b...

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Bibliographic Details
Main Authors: Riham Ginzarly, Nazih Moubayed, Ghaleb Hoblos, Hassan Kanj, Mouhammad Alakkoumi, Alaa Mawas
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Energies
Subjects:
hybrid electric vehicle
electric machine
fault detection
condition-based monitoring
hidden Markov model
support vector machine
Online Access:https://www.mdpi.com/1996-1073/18/13/3513
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