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A. Gujarathi

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Preprint Aug 2026

A Hybrid Two-Stage Machine Learning Pipeline for Fault Detection and Classification in Power Transmission Systems

A hybrid two-stage machine learning pipeline that decouples detection from classification is proposed, and the direction of the zero-sequence signature is found to be system-dependent, motivating a learned decision boundary in place of a fixed relay threshold.

Sahil Manikshete, A. Gujarathi, Thanh Long Vu et al. · 0 citations