Fault Detection in DC Microgrids using Recurrent Neural Networks

Reliable and accurate fault detection plays a crucial role in the microgrid operation by enabling an increased operational flexibility. Successful classification of events in complex microgrid systems requires advanced models of sufficient speed and accuracy. Deep neural networks meet these requirements, as they have demonstrated their capabilities in a wide range of applications. In particular, R...