DocumentCode :
255847
Title :
Implementation of sliding-mode observer combined with aging compensation for improved SOC estimation
Author :
Jonghoon Kim
Author_Institution :
Chosun Univ., Gwangju, South Korea
fYear :
2014
fDate :
26-28 Aug. 2014
Firstpage :
1
Lastpage :
5
Abstract :
This work gives insight to the design and implementation of an improved state-of-charge (SOC) estimation using sliding-mode observer (SMO) combined with aging compensation via recursive least squares (RLS) for a degraded Li-Ion cell. The main advantage of this approach would be low computational load and easiness of implementation along with the robustness of the method for internal battery model parameters used for SOC estimation. This work used as a part of either a Matlab/Simulink model or an integral part of the battery management system (BMS)-micro controller unit (MCU) of STM32F105VC, was verified by the comparison with experimental data of 1.5Ah LiCoO2 degraded cell produced by Samsung SDI.
Keywords :
ageing; battery management systems; observers; secondary cells; LiCoO2; Matlab model; STM32F105VC microcontroller unit; Simulink model; aging compensation; battery management system; improved SOC estimation; lithium-ion cell; recursive least squares; sliding mode observer; state-of-charge estimation; Adaptation models; Batteries; Integrated circuit modeling; Mathematical model; Observers; System-on-chip; Batteries; Battery Management System (BMS); Estimation technique; Sliding mode control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics and Applications (EPE'14-ECCE Europe), 2014 16th European Conference on
Conference_Location :
Lappeenranta
Type :
conf
DOI :
10.1109/EPE.2014.6910962
Filename :
6910962
Link To Document :
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