In this study, we introduce a novel biologically inspired protection system based on neuromorphic principles, where each distributed energy resource (DER) functions as a simple neuron. A novel Recurrent Neural Network (RNN) current controller is introduced to solve the resonant problem associated with LCL based inverters. The. . This paper proposes a DC microgrid for sustainable power generation on the Mars/Moon for a human inhabitation base. These ”neurons” process local changes in voltage, current signals, and converting them into spike patterns that. . However, the main disadvantages of RES are the uncontrollability and limited availability, depend on weather conditions.
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