In this paper, the thermal consistency and electrochemical performance of batteries were comprehensively considered to improve the test and ensure the consistency of the power battery pack for automotive applications. At the same time, a safer and more efficient device IS established for testing and evaluation of battery consistency for automotive applications to achieve the real-time monitoring, assessment, prediction, and control of its consistency.