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SOC-Aware Control of Microgrid Energy Storage for Off-Grid Electrification Using Kalman Filter Forecasting

This paper presents a state-of-charge (SOC)-aware control strategy for standalone photovoltaic (PV)–energy storage system (ESS) microgrids to improve power reliability and operational efficiency in off-grid regions. The method integrates a Kalman Filter-based forecasting algorith...