Electromagnetic Interference Feature Extraction for Permanent Magnet Synchronous Motors Currents Based on Fast Independent Component Analysis

Stator currents in permanent magnet synchronous motor (PMSM) are inevitably affected by electromagnetic interference (EMI) from power devices during operation. This paper presents a novel feature extraction method based on fast independent component analysis (FastICA), where negentropy is selected a...

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Vydáno v:	IEEE transactions on consumer electronics s. 1
Hlavní autoři:	Xue, Yuanhe, Yan, Wei, Zhou, Mengxia, Sun, Yi, Zhang, Tao, ZhaO, Yang
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 2025
Témata:	Cables Convergence Electromagnetic interference electromagnetic interference (EMI) fast independent component analysis (FastICA) fast iterative shrinkage thresholding algorithm (FISTA) feature extraction Harmonic analysis Independent component analysis MOSFET Motors Permanent magnet synchronous machine (PMSM) Power harmonic filters Stators Vectors
ISSN:	0098-3063, 1558-4127
On-line přístup:	Získat plný text
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