Title :
Design and implementation of Li-ion battery charger using state-of-charge estimation with fuzzy temperature control
Author :
Yu-Shan Cheng ; Chung-Ming Young ; Yi-Hua Liu ; Guan-Jhu Chen ; Zong-Zhen Yang
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
Abstract :
In this paper, a novel lithium-ion (Li-ion) battery charger is proposed; the proposed charger first takes the state of charge (SOC) information into account and adjusts the charging current accordingly. In order to further improve the charging efficiency, a fuzzy-logic-control-based (FLC-based) technique is also employed. The proposed FLC takes the temperature rise and the gradient of temperature rise of battery into account, and fine-tune the charging current accordingly. In this paper, the power stage is implemented using the synchronous-rectified buck converter. The digital compensator, digital filter and the SOC adaptive algorithm is implemented using the dsPIC digital signal controller from Microchip Corp; while the fuzzy logic controller is realized using the LabVIEW on a personal computer. In addition to the hardware, a graphical user interface is also presented. According to the experimental results, the charging efficiency of the proposed system can be increased and the performance of the proposed charger can be improved. Comparing to conventional constant-current constant-voltage (CC-CV) method, the proposed charging technique can reduce the average temperature rise for 23.2% while maintaining similar charging time.
Keywords :
adaptive control; control engineering computing; digital filters; electric current control; fuzzy control; graphical user interfaces; microcomputers; power convertors; secondary cells; temperature control; virtual instrumentation; FLC technique; LabVIEW; SOC adaptive algorithm; digital compensator; digital filter; dsPIC digital signal controller; fuzzy logic control technique; fuzzy temperature control; graphical user interface; lithium-ion battery charger design; personal computer; state-of-charge estimation; synchronous rectified buck converter; Batteries; Battery chargers; Estimation; Finite impulse response filters; Fitting; System-on-chip; Temperature control; fuzzy logic control; lithium ion battery charger; state of charge;
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
DOI :
10.1109/ICIT.2015.7125402