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Ibrahim Muhammad

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Open access Aug 2026

CORRELATION AND REDUNDANCY ANALYSIS OF STATISTICAL FEATURES FOR PERMANENT MAGNET SYNCHRONOUS MOTOR FAULT DETECTION

Feature selection plays a critical role in designing efficient and interpretable condition monitoring frameworks for electrical drives. In this paper, a correlation analysis of statistical and spectral features is performed for Permanent Magnet Synchronous Motor (PMSM) fault detection in naval windlass systems. Using b...

Ibrahim Muhammad, B. Akinloye · 0 citations

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