DocumentCode
1851285
Title
Estimation of the SOC and the SOH of li-ion batteries, by combining impedance measurements with the fuzzy logic inference
Author
Zenati, A. ; Desprez, Ph ; Razik, H.
Author_Institution
SAFT, Bordeaux, France
fYear
2010
fDate
7-10 Nov. 2010
Firstpage
1773
Lastpage
1778
Abstract
This paper describes experimental results aiming at analyzing lithiumion batteries performances with aging, for different state of charge and temperatures. The results are provided from electrochemical impedance spectroscopy (EIS) measurements on new and aged cells. A climatic test chamber is used during experiments to simulate the conditions of the temperature. Experimental data are plotted over a broad spectrum of frequencies on Nyquist diagrams. We will also inspect the impact of the presence of a DC current during the EIS measurement. Finally, obtained results will be processed in a way to be used in a fuzzy logic system (FLS), to assess either the state of charge (SOC) or the state of health (SOH) of cells.
Keywords
electric impedance measurement; electrochemical impedance spectroscopy; fuzzy logic; secondary cells; EIS measurement; Nyquist diagrams; SOC; SOH; climatic test chamber; electrochemical impedance spectroscopy measurement; fuzzy logic inference; fuzzy logic system; impedance measurements; lithium-ion batteries; state of charge; state of health; Aging; Batteries; Battery charge measurement; Current measurement; Fuzzy logic; System-on-a-chip; Temperature measurement; Aging; EIS; Fuzzy Logic System; Lithiumion batteries; State Of Charge; State Of Health;
fLanguage
English
Publisher
ieee
Conference_Titel
IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society
Conference_Location
Glendale, AZ
ISSN
1553-572X
Print_ISBN
978-1-4244-5225-5
Electronic_ISBN
1553-572X
Type
conf
DOI
10.1109/IECON.2010.5675408
Filename
5675408
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