Title :
Loss minimization-based charging strategy for lithium-ion battery
Author :
Zheng Chen ; Bing Xia ; Mi, Chunting Chris ; Rui Xiong
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Michigan Dearborn, Dearborn, MI, USA
Abstract :
In this paper, an optimal charging strategy for lithium-ion batteries is proposed to minimize the charging loss. In order to reach this target, a one-RC electric model is employed to model the loss for the battery, and an efficiency map is measured for the charger considering different charging currents and voltages. Dynamic programming (DP) algorithm is applied to determine the optimal charging current profiles for minimizing the losses of battery and charger separately and collectively. Experiment results prove that the proposed method is more efficient compared with constant current (CC) charging method without influencing the charging time.
Keywords :
battery management systems; dynamic programming; secondary cells; DP algorithm; charging loss minimization; charging time; dynamic programming algorithm; lithium-ion batteries; one-RC electric model; optimal charging current profiles; optimal charging strategy; Batteries; Energy loss; Integrated circuit modeling; Loss measurement; Resistance; System-on-chip; Voltage measurement;
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2014 IEEE
Conference_Location :
Pittsburgh, PA
DOI :
10.1109/ECCE.2014.6953988