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Author

Kshitij Niraula

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Open access Oct 2026

A Catboost-Based Machine Learning Approach for Fault Detection in VSC-Based Multi-Terminal HVDC Grid

High-voltage direct current (HVDC) transmission systems face protection challenges due to the absence of natural current zero-crossings and the rapid rise of fault currents. This paper proposes a hierarchical fault detection and classification framework for multi-terminal HVDC networks that combines transient feature e...

Kshitij Niraula, Manilka Jayasooriya, M. N. Iqbal et al. · 0 citations

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