A New Double Sliding Mode Observer for EV Lithium Battery SOC Estimation

A new sliding mode observer is proposed in this paper; compared with the existing sliding mode observer used for SOC estimation, the new observer has the advantages of simple design and good generality. The robustness of the new observer was proved by Lyapunov stability theorem. Taking the first-ord...

Full description

Bibliographic Details
Main Authors: Qiaoyan Chen, Jiuchun Jiang, Haijun Ruan, Caiping Zhang
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2016/8048905
id doaj-bac43a88a57b43fdaad44b0c71a7274d
record_format Article
spelling doaj-bac43a88a57b43fdaad44b0c71a7274d2020-11-25T01:47:09ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472016-01-01201610.1155/2016/80489058048905A New Double Sliding Mode Observer for EV Lithium Battery SOC EstimationQiaoyan Chen0Jiuchun Jiang1Haijun Ruan2Caiping Zhang3National Active Distribution Network Technology Research Center (NANTEC), School of Electrical Engineering, Beijing Jiaotong University, Beijing 100044, ChinaNational Active Distribution Network Technology Research Center (NANTEC), School of Electrical Engineering, Beijing Jiaotong University, Beijing 100044, ChinaNational Active Distribution Network Technology Research Center (NANTEC), School of Electrical Engineering, Beijing Jiaotong University, Beijing 100044, ChinaNational Active Distribution Network Technology Research Center (NANTEC), School of Electrical Engineering, Beijing Jiaotong University, Beijing 100044, ChinaA new sliding mode observer is proposed in this paper; compared with the existing sliding mode observer used for SOC estimation, the new observer has the advantages of simple design and good generality. The robustness of the new observer was proved by Lyapunov stability theorem. Taking the first-order Randle circuit model of the battery as an example, the new sliding mode observer was designed. Battery test was done with the simulated FUDS condition, and the robustness of the new observer was verified by the test. Because battery internal ohmic resistance is changing in battery working process, which has a significant effect on SOC estimation, a new double sliding mode observer was designed to identify the internal resistance. The tests results show that the battery internal ohmic resistance changes greatly when the SOC is low and the double observer can accurately identify the resistance which improves the accuracy of the battery model. The results also show that the new double observer is robust and can improve the precision of SOC estimation when the battery remaining capacity is low.http://dx.doi.org/10.1155/2016/8048905
collection DOAJ
language English
format Article
sources DOAJ
author Qiaoyan Chen
Jiuchun Jiang
Haijun Ruan
Caiping Zhang
spellingShingle Qiaoyan Chen
Jiuchun Jiang
Haijun Ruan
Caiping Zhang
A New Double Sliding Mode Observer for EV Lithium Battery SOC Estimation
Mathematical Problems in Engineering
author_facet Qiaoyan Chen
Jiuchun Jiang
Haijun Ruan
Caiping Zhang
author_sort Qiaoyan Chen
title A New Double Sliding Mode Observer for EV Lithium Battery SOC Estimation
title_short A New Double Sliding Mode Observer for EV Lithium Battery SOC Estimation
title_full A New Double Sliding Mode Observer for EV Lithium Battery SOC Estimation
title_fullStr A New Double Sliding Mode Observer for EV Lithium Battery SOC Estimation
title_full_unstemmed A New Double Sliding Mode Observer for EV Lithium Battery SOC Estimation
title_sort new double sliding mode observer for ev lithium battery soc estimation
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2016-01-01
description A new sliding mode observer is proposed in this paper; compared with the existing sliding mode observer used for SOC estimation, the new observer has the advantages of simple design and good generality. The robustness of the new observer was proved by Lyapunov stability theorem. Taking the first-order Randle circuit model of the battery as an example, the new sliding mode observer was designed. Battery test was done with the simulated FUDS condition, and the robustness of the new observer was verified by the test. Because battery internal ohmic resistance is changing in battery working process, which has a significant effect on SOC estimation, a new double sliding mode observer was designed to identify the internal resistance. The tests results show that the battery internal ohmic resistance changes greatly when the SOC is low and the double observer can accurately identify the resistance which improves the accuracy of the battery model. The results also show that the new double observer is robust and can improve the precision of SOC estimation when the battery remaining capacity is low.
url http://dx.doi.org/10.1155/2016/8048905
work_keys_str_mv AT qiaoyanchen anewdoubleslidingmodeobserverforevlithiumbatterysocestimation
AT jiuchunjiang anewdoubleslidingmodeobserverforevlithiumbatterysocestimation
AT haijunruan anewdoubleslidingmodeobserverforevlithiumbatterysocestimation
AT caipingzhang anewdoubleslidingmodeobserverforevlithiumbatterysocestimation
AT qiaoyanchen newdoubleslidingmodeobserverforevlithiumbatterysocestimation
AT jiuchunjiang newdoubleslidingmodeobserverforevlithiumbatterysocestimation
AT haijunruan newdoubleslidingmodeobserverforevlithiumbatterysocestimation
AT caipingzhang newdoubleslidingmodeobserverforevlithiumbatterysocestimation
_version_ 1725015870591205376