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
         
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
         
        
        
            DOI : 
10.1109/IECON.2014.7049367