Researchers are exploring various methods to optimize cooling systems for lithium-ion battery packs, including the use of phase change materials and liquid cooling integration. Different studies are investigating the thermal management of these batteries using techniques such as mist cooling, nano-enhanced phase change materials, and heat pipes. The goal of these efforts appears to be improving the efficiency and performance of lithium-ion battery cooling systems, particularly for applications in electric vehicles.