TY - JOUR
T1 - Robust State of Charge estimation for Li-ion batteries based on Extended State Observers
AU - Sandoval-Chileño, Marco A.
AU - Castañeda, Luis A.
AU - Luviano-Juárez, Alberto
AU - Gutiérrez-Frías, Octavio
AU - Vazquez-Arenas, Jorge
N1 - Publisher Copyright:
© 2020 Elsevier Ltd
PY - 2020/10
Y1 - 2020/10
N2 - This article proposes a novel State of Charge estimation approach for Li-Ion batteries, using Extended State Observers of Generalized Proportional Integral type. The nonlinear relationship established between the Open Circuit Voltage and the nominal state of Charge is simulated via a set of interpolating polynomials, providing a more accurate description, meaningfully improving the classic piecewise linearization results, particularly at low state of charge conditions (0 to 0.1). The proposed method is experimentally tested in a 20 [Ah] LiNiMnCoO2 battery at different discharge C-rates and noise presence. Likewise, the estimator is compared against a sliding mode estimation scheme and an Extended Kalman Filter, showing competitive results as found by an integral error based performance index measurement with a reduction of up to 35%.
AB - This article proposes a novel State of Charge estimation approach for Li-Ion batteries, using Extended State Observers of Generalized Proportional Integral type. The nonlinear relationship established between the Open Circuit Voltage and the nominal state of Charge is simulated via a set of interpolating polynomials, providing a more accurate description, meaningfully improving the classic piecewise linearization results, particularly at low state of charge conditions (0 to 0.1). The proposed method is experimentally tested in a 20 [Ah] LiNiMnCoO2 battery at different discharge C-rates and noise presence. Likewise, the estimator is compared against a sliding mode estimation scheme and an Extended Kalman Filter, showing competitive results as found by an integral error based performance index measurement with a reduction of up to 35%.
KW - Extended State Observers
KW - Li-ion battery
KW - LiNiMnCoO
KW - State of Charge
UR - http://www.scopus.com/inward/record.url?scp=85089157538&partnerID=8YFLogxK
U2 - 10.1016/j.est.2020.101718
DO - 10.1016/j.est.2020.101718
M3 - Artículo
AN - SCOPUS:85089157538
SN - 2352-152X
VL - 31
JO - Journal of Energy Storage
JF - Journal of Energy Storage
M1 - 101718
ER -