By integrating the historical wind-solar data of a specific region in Zhangjiakou over the course of a year, the GWO is applied to the selection and capacity configuration of an off-grid wind
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This study aims to develop and evaluate an AI-optimized solar-wind-storage hybrid energy system designed for off-grid communities. The research focuses on utilizing artificial intelligence techniques
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A double-layer optimization model of energy storage system capacity configuration and wind-solar storage micro-grid system operation is established to realize PV, wind power, and load variation
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The system effectively overcomes the disadvantages of limited-service locations and unstable power supply caused by seasonal barriers in traditional express cabinets.
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AI-optimized hybrid energy systems integrate solar, wind, and storage to enhance reliability and sustainability for off-grid communities. The proposed system significantly reduces operational costs
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