State-of-Charge Estimation of Super-capacitor Using Dual Extended Kalman filter

被引：0
|
作者：
Shen, Xun [1 ]
Shen, Tielong [1 ,2 ]
Zha, Xiaoming [1 ]
Hikiri, Kunihiko [3 ]
机构：
[1] Wuhan Univ, Wuhan 430072, Peoples R China
[2] Sophia Univ, Tokyo 1028554, Japan
[3] UD Trucks Corp, Saitama, Japan
来源：
2014 33RD CHINESE CONTROL CONFERENCE (CCC) | 2014年
关键词：
Extended Kalman filter(EKF); Hybrid Electric Vehicle(HEV); State of Charge(SoC); Super-capacitor; BATTERY MANAGEMENT-SYSTEMS; PACKS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, dual extended Kalman filter is implemented to estimate SoC, internal resistance and capacitance of the super-capacitors applied in hybrid electric vehicles(HEVs) simultaneously based on its first-order equivalent circuit. Both simulation and experiment are carried out to verify the performance of the algorithm. Simulation results demonstrate that the algorithm reduces the estimate errors significantly made by sensor noise and experiment results prove that the estimations are able to converge to real value rapidly under poor initialization.
引用
收藏
页码：227 / 232
页数：6
相关论文
共 50 条
  • [31] Battery State-of-Charge and Parameter Estimation Algorithm Based on Kalman Filter
    Dragicevic, Tomislav
    Sucic, Stjepan
    Guerrero, Josep M.
    [J]. 2013 IEEE EUROCON, 2013, : 1513 - 1518
  • [32] Dual Extended Kalman Filter for State of Charge Estimation of Lithium-Sulfur Batteries
    Trilla, Lluis
    Casals, Lluc Canals
    Jacas, Jordi
    Paradell, Pol
    [J]. ENERGIES, 2022, 15 (19)
  • [33] Outlier-Robust Extended Kalman Filter for State-of-Charge Estimation of Lithium-Ion Batteries
    Lee, Won Hyung
    Kim, Kwang-Ki K.
    [J]. IEEE ACCESS, 2023, 11 : 132766 - 132779
  • [34] State-of-charge estimation with adaptive extended Kalman filter and extended stochastic gradient algorithm for lithium-ion batteries
    Ye, Yuanmao
    Li, Zhenpeng
    Lin, Jingxiong
    Wang, Xiaolin
    [J]. JOURNAL OF ENERGY STORAGE, 2022, 47
  • [35] Real-time and Accurate State-of-Charge Estimation Methodology using Dual Square Root Unscented Kalman Filter
    Dutt, Rashi
    Chodisetti, Murali
    Acharyya, Amit
    [J]. 2020 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2020,
  • [36] Computationally Efficient State-of-Charge Estimation in Li-Ion Batteries Using Enhanced Dual-Kalman Filter
    Wadi, Ali
    Abdel-Hafez, Mamoun
    Hussein, Ala A.
    [J]. ENERGIES, 2022, 15 (10)
  • [37] Application of dual extended Kalman filtering algorithm in the state-of-charge estimation of lithium-ion battery
    Wang, Xiaotian
    Yang, Zhijia
    Wang, Yingnan
    Wang, Zhongfeng
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2013, 34 (08): : 1732 - 1738
  • [38] Estimation of Battery State of Charge for UAV Using Adaptive Extended Kalman Filter
    Uhm, Taewon
    Jo, Kyoungyong
    Kim, Seungkeun
    [J]. JOURNAL OF THE KOREAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, 2023, 51 (04) : 243 - 251
  • [39] State-of-charge estimation for the lithium-ion battery based on adaptive extended Kalman filter using improved parameter identification
    Shi, Na
    Chen, Zewang
    Niu, Mu
    He, Zhijia
    Wang, Youren
    Cui, Jiang
    [J]. JOURNAL OF ENERGY STORAGE, 2022, 45
  • [40] A Method of State-of-Charge Estimation for EV Power Lithium-Ion Battery Using a Novel Adaptive Extended Kalman Filter
    He, Zhicheng
    Yang, Ziming
    Cui, Xiangyu
    Li, Eric
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (12) : 14618 - 14630
12345