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Sghiouri Sara

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Open access Aug 2026

Simulation-driven diagnosis of stator phase-current imbalance in wind turbine induction generators using multi-signal features and explainable machine learning

Overall, the sample-level results are promising, indicating that the multi-signal, physics-based feature set and interpretability are useful, however, the configuration-level results suggest that the current 9-configuration simulation setup is not yet sufficient for definitive diagnostic accuracy.

Sghiouri Sara, Hamza Sabir, Mohamed Bezza et al. · 0 citations

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