Back close

Optimal Charging of Lithium‐Ion Batteries: An Electro‐Thermal Model Approach Using Maximum Possible Optimization

Publication Type : Journal Article

Publisher : Wiley

Source : Advanced Theory and Simulations

Url : https://doi.org/10.1002/adts.202500320

Campus : Amaravati

School : School of Engineering

Department : Electronics and Communication

Year : 2025

Abstract : Electric vehicle (EV) charging has recently become one of the most pressing issues. Given the growing demand for lithium‐ion batteries (LIBs) in electric vehicles, this study analyzes optimization methods for improving existing approaches to speed up charging while reducing temperature rise. This work formulates a double‐objective function for battery charging based on an electrothermal model. The focused objective function is comprised of a combination of two different fitness functions. Optimization of charging current is made dynamically following a battery's temperature. These experimental findings validate the proposed charging strategy's effectiveness in delivering the optimal current profile. This approach demonstrably achieves a well‐calibrated balance between competing performance objectives. By adopting the suggested strategy, any increase in the battery's temperature can be maintained within an acceptable temperature range. The proposed constant current constant voltage (CCCV) charging method takes a total charging time of 1874 s, with a temperature shift from 26 to 45.78 .

Cite this Research Publication : Kamala Kumari Duru, Praneash Venkatachalam, Syed Ali Hussain, Asha Anish Madhavan, Sangaraju Sambasivam, Sujith Kalluri, Optimal Charging of Lithium‐Ion Batteries: An Electro‐Thermal Model Approach Using Maximum Possible Optimization, Advanced Theory and Simulations, Wiley, 2025, https://doi.org/10.1002/adts.202500320

Admissions Apply Now