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