Stability Enhancement of Islanded Microgrid Using ANN Based Droop Controller

This paper addresses the idea of power sharing and its quality as well as green energy transfer in the distribution system. For a microgrid operating in islanded mode, the conventional droop controller seems to be peaky in the actual active/reactive power sharing across the DER units due to the complicated nature of line impedance. To address the issue of power sharing, this research proposes a novel strategy based on ANN, specifically FFNN. Furthermore, the suggested FFNN-based droop control approach manages the frequency and voltage of the microgrid simultaneously within the constraints. The suggested microgrid is modelled and simulated in the Simulink environment of MATLAB software, and the requisite results are shown to demonstrate the importance of the new suggested technique.