Abstract—In this research, an effort is made to address mi-crogrid systems' operational challenges, characterized by power oscillations that eventually contribute to grid instability. An integrated strategy is proposed, leveraging the strengths of convolutional and Gated Recurrent.
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Within a microgrid, the fundamental challenge lies in achieving a harmonious equilibrium between load demand and the power generated by Distributed Energy Resources (DERs), given the restricted pool of controllable power sources.
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A microgrid solar system is a localized energy network that uses solar panels as its primary power source, combined with battery storage and intelligent control systems, capable of operating independently from the main electrical grid when needed.
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The key contributions of this study include (i) an in-depth evaluation of MG features, functionalities, and technologies to highlight their benefits over conventional power systems; (ii) a review of advanced optimization methods for hybrid RES-based MGs to enhance energy.
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