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Demagnetization fault detection of in-service permanent magnet synchronous machines (PMSMs) is a challenging task, because most PMSMs operate under nonstationary circumstances in industrial applications. A novel approach based on tracking characteristic orders of stator current using Vold–Kalman filter is proposed to detect the partial demagnetization fault in PMSMs running at nonstationary conditions...
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