DocumentCode :
3567694
Title :
Sensitivity of lumped parameter battery models to constituent parallel-RC element parameterisation error
Author :
Nejad, S. ; Gladwin, D.T. ; Stone, D.A.
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. of Sheffield, Sheffield, UK
fYear :
2014
Firstpage :
5660
Lastpage :
5665
Abstract :
A sensitivity analysis for a two time-constant Randies´ circuit model to its forming resistor-capacitor elements is presented. The model parameters are identified for a cylindrical lithium-ion iron phosphate cell using the electrochemical impedance spectroscopy technique and a nonlinear least squares approach. Initially, it is shown that the model parameters vary as a function of the battery´s state-of-charge. Then, each model parameter is allowed to vary up to ±50% of its best-fit value. Finally, the significance of each parameter for the calculation of the battery´s average available power (state-of-power) over a specific band of frequency is analysed.
Keywords :
RC circuits; battery charge measurement; electrochemical impedance spectroscopy; least squares approximations; secondary cells; sensitivity analysis; average available power; battery state-of-charge; best-fit value; cylindrical lithium-ion iron phosphate cell; electrochemical impedance spectroscopy technique; lumped parameter battery models; nonlinear least squares approach; resistor-capacitor elements; sensitivity analysis; state-of-power; two time-constant Randies circuit model; Batteries; Computational modeling; Impedance; Integrated circuit modeling; Mathematical model; System-on-chip; Voltage measurement; Battery; Electric Vehicle; Lithium-ion; Modelling; Sensitivity; State-of-Power;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
Type :
conf
DOI :
10.1109/IECON.2014.7049367
Filename :
7049367
Link To Document :
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