DocumentCode
2111383
Title
New estimation method of state of batteries based on system identification
Author
Funato, H. ; Forrai, A. ; Yanagita, Y. ; Kato, Y.
Author_Institution
Fac. of Eng., Electr. & Electron. Eng., Utsunomiya Univ., Japan
fYear
2003
fDate
24-26 Aug. 2003
Firstpage
345
Lastpage
348
Abstract
This paper proposes a new approach for the assessment of battery state using a mathematical model of internal impedance. State of charge and degradation might be estimated by methods using system identification techniques. The final objective of this research is to find out a simple, time and cost effective method. In this paper, the targets of estimation are Ni-Cd, Ni-MH batteries that are widely used in portable equipment, but for which exact state estimation is difficult. In the proposed method, a new signal-processing scheme is used to detect voltage fluctuation of batteries. Using the proposed method and system identification method suitable for batteries, parameters of mathematical model are obtained from experiments. The obtained parameters have sufficient information in order to estimate the state of batteries.
Keywords
battery charge measurement; cadmium; nickel; parameter estimation; secondary cells; signal processing; voltage measurement; Ni-Cd; Ni-Cd batteries; Ni-MH batteries; battery state estimation; internal impedance; mathematical model; signal-processing; state of charge; system identification; system identification techniques; voltage fluctuation detection; Battery powered vehicles; Costs; Current measurement; Degradation; Impedance; Mathematical model; State estimation; Steady-state; System identification; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Diagnostics for Electric Machines, Power Electronics and Drives, 2003. SDEMPED 2003. 4th IEEE International Symposium on
Print_ISBN
0-7803-7838-5
Type
conf
DOI
10.1109/DEMPED.2003.1234599
Filename
1234599
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