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This paper explores the integration of distributed photovoltaic (PV) systems and energy storage solutions to optimize energy management in 5G base stations. . In order for large amounts of solar energy to be integrated with our nation's electric grid, increased visibility is needed across multiple spatial and temporal scales. Initially, these protocols were simple, focusing primarily on basic data transmission between inverters and monitoring systems. . Each system integrates solar PV, battery storage, and optional backup generation in a modular, pre-engineered platform that is scalable for projects ranging from 5kW to 5MW+. By utilizing IoT characteristics, we propose a dual-layer. .
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