Battery Parameters Identification Analysis Using Periodogram

Batteries are essential components of most electrical devices and one of the most important parameters in batteries is storage capacity. It represents the maximum amount of energy that can be extracted from the battery under certain specified condition. This paper presents the analysis of charging and discharging battery signal using periodogram. The periodogram converts waveform data from the time domain into the frequency domain and represents the distribution of the signal power over frequency. This analysis focuses on four types of batteries which are lead-acid (LA), lithium-ion (Li-ion), nickel-cadmium (Ni-Cd) and nickel-metal-hydride (Ni-MH). This paper used battery model from MATLAB/SIMULINK software and the nominal voltage of each battery is 6 and 12V while the capacity is 10 and 20Ah, respectively. The analysis is done and the result shows that varying capacity produce different power at a frequency and voltage at DC component.

[1]  Francisco Gonzalez-Longatt.  Circuit Based Battery Models: A Review , 2006 .

[2]  B. Vural,et al.  A dynamic lithium-ion battery model considering the effects of temperature and capacity fading , 2009, 2009 International Conference on Clean Electrical Power.

[3]  Luis Carlos Mathias,et al.  COMPLETE DEVELOPMENT OF AN BATTERY CHARGER SYSTEM WITH STATE-OF-CHARGE ANALYSIS , 2013 .

[4]  Alhussein Albarbar,et al.  Solar power plant performance evaluation: simulation and experimental validation , 2012 .

[5]  P.H.L. Notten,et al.  State-of-charge indication in portable applications , 2005, Proceedings of the IEEE International Symposium on Industrial Electronics, 2005. ISIE 2005..

[6]  Abdul Rahim Abdullah,et al.  Switches Faults Analysis of Voltage Source Inverter (VSI) using Short Time Fourier Transform (STFT) , 2014 .

[7]  Rachid Outbib,et al.  Parameter identification of the lead-acid battery model , 2008, 2008 33rd IEEE Photovoltaic Specialists Conference.

[8]  Norhazilina Bahari,et al.  Comparison of Open and Short-Circuit Switches Faults Voltage Source Inverter (VSI) Analysis Using Time-Frequency Distributions , 2015 .

[9]  Panu Kiviluoma,et al.  13th International Symposium “TOPICAL PROBLEMS IN THE FIELD OF ELECTRICAL AND POWER ENGINEERING”Pärnu, Estonia, January 14 - 19, 2013 , 2013 .

[10]  N. R. N. Idris,et al.  Modeling of lithium-ion battery using MATLAB/simulink , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.