DocumentCode :
1997395
Title :
Discrimination and screening method for a Li-Ion cell based on discrete wavelet transform (DWT)
Author :
Kim, Jonghoon ; Kim, Woojin ; Park, Jungpil ; Chun, Changyoon ; Cho, Bohyung
Author_Institution :
Energy Solution Bus. Div. ESS Group, Samsung SDI, Cheonan, South Korea
fYear :
2012
fDate :
15-20 Sept. 2012
Firstpage :
3187
Lastpage :
3192
Abstract :
Differences in electrochemical characteristics among Li-Ion cells inevitably result in voltage/state-of-charge (SOC) imbalances in the Li-Ion battery pack. Therefore, this paper investigates a new approach based on the discrete wavelet transform (DWT) that suitable for analyzing and evaluating discharging/charging voltage signal (DCVS) for discrimination and screening method of a Li-Ion cell. The Daubechies wavelet (dB) is used as mother wavelet for the analysis of the DCVS with a non-stationary and transients. By using the wavelet de-composition including the multi-resolution analysis (MRA), the information on the electrochemical characteristic of a cell can be extracted from a signal over a wide frequency range. By the proposed approach, the cells that have similar electrochemical characteristics are finally selected and used for stable configuration of a Li-Ion battery pack. Experimental results validated the effectiveness DWT-based proposed approach.
Keywords :
discrete wavelet transforms; lithium; secondary cells; DCVS; DWT; Daubechies wavelet; Li; Li-ion cell; MRA; SOC imbalance; discharging-charging voltage signal evaluation; discrete wavelet transform; discrimination method; electrochemical characteristics; multiresolution analysis; screening method; voltage-state-of-charge imbalance; Approximation methods; Batteries; Discrete wavelet transforms; Frequency domain analysis; Multiresolution analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2012 IEEE
Conference_Location :
Raleigh, NC
Print_ISBN :
978-1-4673-0802-1
Electronic_ISBN :
978-1-4673-0801-4
Type :
conf
DOI :
10.1109/ECCE.2012.6342348
Filename :
6342348
Link To Document :
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