Machine Learning and Power System Protection [Viewpoint]

This article presents our view of why machine learning (ML) has not been able to find its way commercial products in the field protection. All methods we have reviewed literature essentially propose some ML-based technique replace a legacy protection scheme. The results are substantiated by training and testing ML models through simulated data. Legacy methods, on other hand, developed using mathematical that capture physics disturbances faults.