Robust Fault Classification in Permanent Magnet Synchronous Machines Under Dynamic and Noisy Conditions

Robust Fault Classification in Permanent Magnet Synchronous Machines Under Dynamic and Noisy Conditions

Detection and isolation of multiple low-severity faults in permanent magnet synchronous machines (PMSMs) under dynamics and noisy conditions are very important to enhance the system’s reliability, lifetime, and service availability. This study investigates a robust fault classification sc...

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Bibliographic Details
Main Authors: Mikal Laursen, Van-Van Huynh, Duy-Hung Ha, Mahmoud S. Mahmoud, van Khang Huynh
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
PMSM
multi-fault classification
fault classification
Extra Trees
Support Vector Machine
inter-turn short circuit (ITSC)
Online Access:https://ieeexplore.ieee.org/document/11068985/
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