Title :
An exact SOC-estimate mathematic model of open-circuit voltage and parameters estimation
Author :
Yu, Wenzheng ; Huang, Dagui ; Feng, Daiwei ; Guo, Ping ; Dai, Deng ; Li, Wei
Author_Institution :
Key Lab. of Minist. of Inf. Ind. Intell. Mech. Syst. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
This paper describes an exact SOC-estimate mathematic model, which uses the battery State-Of-Charge (SOC) as a state variable and can simulate the whole progress of discharge accurately. The model parameters can be calculated according to the experimental data. The correction parameter C influences the accuracy of the open voltage model and the paper puts forward the optimal parameter identification method to simulate it. Finally, the paper uses the optimal parameters to estimate the SOC and the SOC-estimate error is less than 3%, which is good comparing with the 8% the basic accuracy of the SOC-estimate for the city bus´s battery.
Keywords :
lithium; mathematical analysis; parameter estimation; secondary cells; Li; SOC-estimate mathematic model; battery state-of-charge; correction parameter C; lithium-ion battery; open voltage model; open-circuit voltage; optimal parameter identification method; Analytical models; Batteries; Data models; Discharges (electric); Fitting; Mathematical model; System-on-a-chip; Lithium-ion battery; SOC; parameters estimation; the battery model;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6284324