This study focused on optimizing the performance of energy microgrids, factoring in economic and environmental metrics for day-ahead planning. The proposed microgrid features a combination of hybrid energy resources, which include power, heat, and hydrogen systems. . The interplay between energy, social sustainability, and the economic and environmental dimensions has prompted energy operators to explore various challenges associated with energy operations. In the upper optimization model, the wind–solar–storage capacity optimization model is. . A microgrid is a promising small-scale power generation and distribution system. The selling prices of wind turbine equipment (WT), photovoltaic generation equipment (PV), and battery energy storage equipment (BES) have a significant impact on microgrid profits, which, in turn, affects the planning. .
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Recent advancements have addressed key challenges such as electrode material performance and ion transport kinetics, paving the way for practical applications ranging from portable electronics to grid-scale energy storage. . Potassium-ion battery (PIB) technologies have emerged as a promising alternative to lithium-ion systems, leveraging the natural abundance and widespread distribution of potassium. In the shift toward electrification and renewable energy, the limitations of lithium-ion batteries are becoming increasingly. .
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