Intelligent Fault Detection and Classification for an Unbalanced Network With Inverter-Based DG Units

In this article, a machine-learning-based fault detection and classification method is proposed. Two supervised learning-based protection modules are developed for the relays considered in the study-one to detect the fault and discriminate between the symmetrical or unsymmetrical nature of the fault...

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