LOIF is proposed as a new sensitivity factor that selects observed transmission lines yielding higher F1-scores in ML-based outage detection than LODF, with stronger results in large test systems.
Effective feature selection for line outage localization: Line outage impact factors (loif), in: 2025 57th North American Power Symposium (NAPS), pp
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Line Outage Impact Factor (LOIF): A New Sensitivity Factor for Enhanced Transmission Observability
LOIF is proposed as a new sensitivity factor that selects observed transmission lines yielding higher F1-scores in ML-based outage detection than LODF, with stronger results in large test systems.