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K. Thomas

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Open access 2026

Super-Twisting Sliding Mode Observer With Physics Informed Neural Network Compensation for Ultra-Low-Speed Sensor Less PMSM Drives for Electric Vehicle Applications

Ultra-low-speed sensor less control of Permanent Magnet Synchronous Motor (PMSM) drives remains a challenging problem because of weak back-EMF signals, parameter uncertainties, inverter nonlinearities, and external disturbances. Conventional Sliding Mode Observers (SMOs) provide strong robustness; however, they suffer...

K. Thomas, K. Sherly · 0 citations

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