In a bid to revolutionize the automotive industry, autonomous vehicles (AVs) are gaining momentum, backed by significant advancements in battery technology. As electric vehicles (EVs), AVs aim to reduce emissions and energy consumption while ensuring safer, more convenient, and cost-effective transportation. However, AVs present unique challenges for battery technology, particularly