Nithin Pradeep Nadayil Kizhakkethil

Characterizing Cross-Relay Generalization Failure in Machine Learning-Based Power System Protection

Machine learning-based fault detectors are often evaluated at the relay locations used for training, although local voltage and current measurements vary across power networks. This work investigates cross-relay generalization for binary detection of faults anywhere in the network using local measurements, rather than...