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By storing excess energy during off-peak hours when demand is low, these systems can release energy during peak periods when demand is high. This not only alleviates stress on the grid but also empowers consumers to minimize energy costs during exorbitant price fluctuations. Additionally, storing. . Among its core applications, peak shaving and valley filling stand out as a critical approach to enhancing power system stability, improving reliability, and optimizing economic costs. Together, they optimize energy consumption and reduce costs. Energy storage systems (ESS), especially lithium iron phosphate (LFP)-based. . uency regulation [9] are relatively mature. The use of BESS to achieve energy balancing can reduce the peak-to-valley load difference and effectively relieve the peak regulation pressure of the gri and discharged during peak hours (Fig. Households" peak loads often coin ide with the peak load. . With the addition of energy storage – typically, lithium-ion batteries – a renewable-powered grid can meet peak demand, but only if storage owners are incentivized to use their systems in this way. For these and other reasons, many states are seeking to design energy storage policies and programs. . energy. There are several technologies for load shifting: Battery. actually reduce energy usage. reduce peak load demand through .