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Application: PV Supporting Energy Storage Installation: Cabinet Floor-Mounted Energy Capacity: 50-100kwh Power Configuration: 50kw-100kw Cycle Life: 8000 Cycles
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Energy reliability and cost efficiency are critical challenges for lower-to-middle-income schools in developing regions, where frequent power outages hinder academic
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Households, Schools, factories, gas stations and other commercial buildings with high energy demands can maximize energy use Energy independence and reduced grid power demand
3. High-Efficiency Solar Integration The DC-DC converter cabinet connects solar PV panels directly to the storage system: 500kWp PV Input:
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RBES methods are widely used in PV and battery systems because of their simplicity and effectiveness. RBES have efficient decision-making capabilities which incorporate embedded domain knowledge (Zhou et al., 2023). These methods leverage predefined rules and algorithms to optimize energy management, cost savings, and system efficiency.
The system achieves a renewable fraction of 27.88%, which indicates that nearly one-third of the total school energy demand is met through renewable sources. This is comparable to the intermittent but highest among all scenarios, further underscoring the system’s capacity to maximize solar generation even under stable conditions.
During school operating hours, the energy consumption was 22 MWh and 20 MWh for stable and intermittent supply scenarios, respectively. The optimal solar and battery sizes for the stable TOU and intermittent TOU scenarios were 12 kWp and 3 kWh, while 15 kWp and 3 kWh were found to be optimal for the intermittent flat rate scenario.
Balanced solution: 15–19 kWp & 6 kWh for low-demand, 32–40 kWp & 12 kWh for high-demand. Energy reliability and cost efficiency are critical challenges for lower-to-middle-income schools in developing regions, where frequent power outages hinder academic activities and strain finances.