This Review describes the technologies and techniques used in both battery and hybrid vehicles and considers future options for electric vehicles. . Energy storage systems are essential for enhancing the performance of electric vehicle (EV) infrastructure, 2. They help in managing peak demand and ensuring efficient energy distribution, 3. Combining advanced sensor data with prediction algorithms can improve the eficiency of EVs, increasing their driving range, and encouraging uptake of. .
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