TY - GEN
T1 - Continuous-time system identification of rechargeable battery in electric vehicles in consideration of temperature characteristics
AU - Hikono, Sosaburo
AU - Sugiura, Ayane
AU - Kawaguchi, Takahiro
AU - Baba, Atsushi
AU - Maruta, Ichiro
AU - Adachi, Shuichi
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/11/4
Y1 - 2015/11/4
N2 - This paper discusses a continuous-time system identification of the battery for electric vehicles (EVs). Although it is important to know a state of charge (SOC) and parameters of the battery to maximize its efficiency and safety, there are still some difficulties in estimating them. The development of the battery model suffers from the battery physicochemical complexity and nonlinearity. To address such issues, this paper proposes a continuous-time system identification method using the battery model in consideration of temperature characteristics. This approach is verified by performing a construction of a model of the battery using experimental data with an EV.
AB - This paper discusses a continuous-time system identification of the battery for electric vehicles (EVs). Although it is important to know a state of charge (SOC) and parameters of the battery to maximize its efficiency and safety, there are still some difficulties in estimating them. The development of the battery model suffers from the battery physicochemical complexity and nonlinearity. To address such issues, this paper proposes a continuous-time system identification method using the battery model in consideration of temperature characteristics. This approach is verified by performing a construction of a model of the battery using experimental data with an EV.
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U2 - 10.1109/CCA.2015.7320893
DO - 10.1109/CCA.2015.7320893
M3 - Conference contribution
AN - SCOPUS:84964331174
T3 - 2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings
SP - 1939
EP - 1944
BT - 2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE Conference on Control and Applications, CCA 2015
Y2 - 21 September 2015 through 23 September 2015
ER -