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
Link To Document :
بازگشت