DocumentCode
569778
Title
Design of rapid charge system for lithium battery based on TMS320F2407
Author
Li-li, Zhang ; Xue-gang, Hou ; Shun-qiang, Hou ; Hong-yu, Li
Author_Institution
Coll. of Inf. & Electr. Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
fYear
2012
fDate
25-27 July 2012
Firstpage
353
Lastpage
357
Abstract
Owing to the characteristics of nonlinear and time varying of different parameters in processing of storage battery charging, in order to realize rapid charge for lithium battery with high efficiency, the idea of charge system for lithium battery based on TMS320F2407 is proposed in this paper. Fuzzy control of recursive neural network based on immune genetic algorithm is adopted, to solve some problems occurred in the rapid charging system. Controlling circuits and corresponding system software are designed. The ability of real-time processing for rapid charge and peripheral function of controller are put into one set, and it is proved that the proposed method is feasible through practical experiment.
Keywords
fuzzy control; genetic algorithms; lithium; neurocontrollers; nonlinear systems; secondary cells; time-varying systems; Li; TMS320F2407; controller peripheral function; controlling circuits; immune genetic algorithm; lithium battery; nonlinear characteristics; rapid charge system design; rapid charging system; recursive neural network fuzzy control; storage battery charging; time varying characteristics; Batteries; Data mining; Electrodes; Genetic algorithms; Lithium; Process control; Voltage control; Fuzzy control; Lithium battery; Rapid charge; TMS320F2407;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Informatics (INDIN), 2012 10th IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-0312-5
Type
conf
DOI
10.1109/INDIN.2012.6301375
Filename
6301375
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