Adaptive gain sliding mode observer for state of charge estimation based on combined battery equivalent circuit model

Xiaopeng Chen; Weixiang Shen; Zhenwei Cao; Ajay Kapoor

首页> 外文期刊>Computers & Chemical Engineering >Adaptive gain sliding mode observer for state of charge estimation based on combined battery equivalent circuit model

【24h】

Adaptive gain sliding mode observer for state of charge estimation based on combined battery equivalent circuit model

机译：基于组合电池等效电路模型的自适应增益滑模观测器用于充电状态估计

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

An adaptive gain sliding mode observer (AGSMO) for battery state of charge (SOC) estimation based on a combined battery equivalent circuit model (CBECM) is presented. The error convergence of the AGSMO for the SOC estimation is proved by Lyapunov stability theory. Comparing with conventional sliding mode observers for the SOC estimation, the AGSMO can minimise chattering levels and improve the accuracy by adaptively adjusting switching gains to compensate modelling errors. To design the AGSMO for the SOC estimation, the state equations of the CBECM are derived to capture dynamics of a battery. A lithium-polymer battery (LiPB) is used to conduct experiments for extracting parameters of the CBECM and verifying the effectiveness of the proposed AGSMO for the SOC estimation.

机译：提出了一种基于组合电池等效电路模型（CBECM）的用于电池电量状态（SOC）估计的自适应增益滑模观察器（AGSMO）。李雅普诺夫稳定性理论证明了用于GSM估计的AGSMO的误差收敛。与用于SOC估计的传统滑模观察器相比，AGSMO可以通过自适应地调整开关增益以补偿建模误差，从而最大程度地减少抖动水平并提高精度。为了设计用于SOC估计的AGSMO，导出CBECM的状态方程以捕获电池的动态。锂聚合物电池（LiPB）用于进行实验，以提取CBECM的参数并验证所提出的AGSMO用于SOC估计的有效性。

著录项

来源
《Computers & Chemical Engineering》 |2014年第7期|114-123|共10页
作者
Xiaopeng Chen; Weixiang Shen; Zhenwei Cao; Ajay Kapoor;
展开▼
作者单位

Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Victoria 3122, Australia;

Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Victoria 3122, Australia;

Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Victoria 3122, Australia;

Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Victoria 3122, Australia;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
Adaptive gain sliding mode observer; Battery management system; Combined battery equivalent circuit model; Electric vehicle; Lithium-polymer battery; State of charge;

机译：自适应增益滑模观测器;电池管理系统;组合电池等效电路模型;电动汽车;锂聚合物电池;充电状态;

相似文献

外文文献
中文文献
专利

1. An SOC estimation approach based on adaptive sliding mode observer and fractional order equivalent circuit model for lithium-ion batteries [J] . Zhong Fuli, Li Hui, Zhong Shouming, Communications in Nonlinear Science and Numerical Simulation . 2015,第1a3期

机译：基于自适应滑模观测器和分数阶等效电路模型的锂离子电池SOC估计方法
2. Sliding mode observer for state of charge estimation based on battery equivalent circuit in electric vehicles [J] . X Chen, WX Shen, Z Cao, Australian journal of electrical and electronics engineering . 2012,第3期

机译：基于电动汽车电池等效电路的充电状态估计的滑模观察器
3. State of Charge Estimation of a Lithium Ion Battery Based on Adaptive Kalman Filter Method for an Equivalent Circuit Model [J] . Xiao Ma, Danfeng Qiu, Qing Tao, Applied Sciences . 2019,第13期

机译：基于等效电路模型自适应卡尔曼滤波法的锂离子电池的充电状态
4. Adaptive gain sliding mode observer for state of charge estimation based on combined battery equivalent circuit model in electric vehicles [C] . Chen Xiaopeng, Shen Weixiang, Cao Zhenwei, IEEE Conference on Industrial Electronics and Applications . 2013

机译：基于混合动力等效电路模型的电动汽车自适应增益滑模观测器
5. Comprehensive Equivalent Circuit Based Modeling and Model Based Management of Aged Lithium ion Batteries. [D] . Tong, Shijie. 2014

机译：基于综合等效电路的建模和基于模型的锂离子电池老化管理。
6. A Physical Model-Based Observer Framework for Nonlinear Constrained State Estimation Applied to Battery State Estimation [O] . Jonathan Brembeck 2019

机译：基于物理模型的非线性约束状态估计观测器框架在电池状态估计中的应用
7. A Novel Observer for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles Based on a Second-Order Equivalent Circuit Model [O] . Bizhong Xia, Wenhui Zheng, Ruifeng Zhang, 2017

机译：基于二阶等效电路模型的电动汽车锂离子电池充电状态估计新观察

Adaptive gain sliding mode observer for state of charge estimation based on combined battery equivalent circuit model

摘要

著录项

相似文献

相关主题

期刊订阅