Electrochemical model based charge optimization for lithium-ion batteries

• Published in: Journal of power sources 2016-05, Vol.313, p.164-177
• Main Authors: Pramanik, Sourav, Anwar, Sohel
• Format: Article
• Language: English
• Subjects: Algorithms; Charging; Charging time; Deviation; Electric batteries; Electrochemical model; Lithium-ion batteries; Lithium-ion battery; Optimization; Performance indices; Rechargeable batteries
• ISSN: 0378-7753; 1873-2755
• DOI: 10.1016/j.jpowsour.2016.01.096

In this paper, we propose the design of a novel optimal strategy for charging the lithium-ion battery based on electrochemical battery model that is aimed at improved performance. A performance index that aims at minimizing the charging effort along with a minimum deviation from the rated maximum thresholds for cell temperature and charging current has been defined. The method proposed in this paper aims at achieving a faster charging rate while maintaining safe limits for various battery parameters. Safe operation of the battery is achieved by including the battery bulk temperature as a control component in the performance index which is of critical importance for electric vehicles. Another important aspect of the performance objective proposed here is the efficiency of the algorithm that would allow higher charging rates without compromising the internal electrochemical kinetics of the battery which would prevent abusive conditions, thereby improving the long term durability. A more realistic model, based on battery electro-chemistry has been used for the design of the optimal algorithm as opposed to the conventional equivalent circuit models. To solve the optimization problem, Pontryagins principle has been used which is very effective for constrained optimization problems with both state and input constraints. Simulation results show that the proposed optimal charging algorithm is capable of shortening the charging time of a lithium ion cell while maintaining the temperature constraint when compared with the standard constant current charging. The designed method also maintains the internal states within limits that can avoid abusive operating conditions. •An optimal charging algorithm based on electrochemical model was developed.•A cost function was defined to minimize the deviation from rated charge current, etc.•Pontryagin's principle was used to solve the constrained optimization problem.•Results show that the optimal charging algorithm can shorten the charging time.