In this review paper, we make a collective effort to enhance our comprehension of thermal control systems for lithium-ion batteries, focusing on various aspects including cooling techniques, design adjustments, temperature distribution, and energy efficiency. This compilation of research studies delves into the crucial field of thermal management systems for lithium-ion batteries, addressing a range of factors to boost their performance and safety. The updated analysis aims to critically evaluate these systems with a focused objective on assessing their reliability under various operational conditions. By examining different cooling methods and design modifications, we highlight their implications for enhancing battery safety and operational stability, providing insights into how these systems can be optimized to improve performance and reliability. This review underscores innovative approaches and critical findings that contribute to the reliability and efficiency of these systems, offering a foundation for future advancements in battery technology. Key findings suggest that advanced cooling configurations and design adjustments significantly contribute to battery stability, indicating directions for future research to optimize these systems further.