Title :
Fuzzy controlled lithium-ion battery equalization with state-of-charge estimator
Author :
Lee, Yuang-Shung ; Jao, Chii-Wen
Author_Institution :
Dept. of Electron. Eng., Fu-Jen Catholic Univ., Taipei, Taiwan
Abstract :
A fuzzy controlled method for the equalization of series connected lithium-ion batteries is presented. The state-space representation of bi-directional dc-to-dc equalizer that modified from Cuk-converter is derived for design the battery equalization controller. A PWM switching control and equalization with the intelligent state-of-charge (SOC) estimator is employed to balance the cell voltage of the battery strings. An intelligent SOC estimator is designed based on a fuzzy logic control (FLC) with a set of membership function, it can predict the complex cell equalizing dynamics with an accurate state determination of batteries. A designed procedure is presented for constructing the FLC SOC estimator for the battery equalizer of the battery strings. The validity of the controller design method is further verified by using computer simulation and experiment. The numerical results indicate that the battery equalizer with the FLC SOC estimator can improve the equalization performance under the safe operating region of lithium-ion batteries.
Keywords :
control system synthesis; convertors; equalisers; fuzzy control; fuzzy set theory; power system control; pulse width modulation; secondary cells; Cuk-converter; PWM switching control; battery equalization controller; bidirectional dc-to-dc estimator; cell equalizing dynamics; controller design method; fuzzy control; fuzzy logic control; lithium-ion battery; state-of-charge estimator; state-space representation; Batteries; Bidirectional control; Computer simulation; Design methodology; Equalizers; Fuzzy control; Fuzzy logic; Pulse width modulation; State estimation; Voltage control;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1245682