Physics-Informed Recurrent Neural Network With Fractional-Order Gradients for State-of-Charge Estimation of Lithium-Ion Battery

被引:0
|
作者
Wang, Yanan [1 ]
Han, Xuebing [1 ]
Guo, Dongxu [1 ]
Lu, Languang [1 ]
Chen, Yangquan [2 ]
Ouyang, Minggao [1 ]
机构
[1] School of Vehicle and Mobility, Tsinghua University, Beijing,100084, China
[2] Department of Engineering, University of California at Merced, Merced,CA,95343, United States
来源
IEEE Journal of Radio Frequency Identification | 2022年 / 6卷
关键词
Estimation;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:968 / 971
相关论文
共 50 条
  • [31] Lithium-Ion Battery Pack Robust State of Charge Estimation, Cell Inconsistency, and Balancing: Review
    Naguib, Mina
    Kollmeyer, Phillip
    Emadi, Ali
    IEEE ACCESS, 2021, 9 : 50570 - 50582
  • [32] Data-Driven Estimation of Remaining Useful Lifetime and State of Charge for Lithium-Ion Battery
    Du, Zhekai
    Zuo, Lin
    Li, Jingjing
    Liu, Yu
    Shen, Heng Tao
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2022, 8 (01) : 356 - 367
  • [33] Co-Estimation of State-of-Charge and State-of- Health for Lithium-Ion Batteries Using an Enhanced Electrochemical Model
    Gao, Yizhao
    Liu, Kailong
    Zhu, Chong
    Zhang, Xi
    Zhang, Dong
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (03) : 2684 - 2696
  • [34] Model-Based State-of-Charge and State-of-Health Estimation Algorithms Utilizing a New Free Lithium-Ion Battery Cell Dataset for Benchmarking Purposes
    Neupert, Steven
    Kowal, Julia
    BATTERIES-BASEL, 2023, 9 (07):
  • [35] State-of-Charge Estimation of Lithium-Ion Batteries Subject to Random Sensor Data Unavailability: A Recursive Filtering Approach
    Chen, Hui
    Tian, Engang
    Wang, Licheng
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (05) : 5175 - 5184
  • [36] A fast sliding-mode-based estimation of state-of-charge for Lithium-ion batteries for electric vehicle applications
    Rezaei, Omid
    Moghaddam, Hossein Aziz
    Papari, Behnaz
    JOURNAL OF ENERGY STORAGE, 2022, 45
  • [37] State-of-Charge Estimation of Lithium-Ion Batteries Based on EKF Integrated With PSO-LSTM for Electric Vehicles
    Xu, Hequan
    Xu, Qiang
    Duanmu, Fanchang
    Shen, Jingyi
    Jin, Ling
    Gou, Bin
    Wu, Fei
    Zhang, Wei
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2025, 11 (01): : 2311 - 2321
  • [38] Estimation of State of Charge, Unknown Nonlinearities, and State of Health of a Lithium-Ion Battery Based on a Comprehensive Unobservable Model
    Gholizadeh, Mehdi
    Salmasi, Farzad R.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (03) : 1335 - 1344
  • [39] Comprehensive Comparative Analysis of Deep-Learning-Based State-of-Charge Estimation Algorithms for Cloud-Based Lithium-Ion Battery Management Systems
    Karnehm, Dominic
    Samanta, Akash
    Anekal, Latha
    Pohlmann, Sebastian
    Neve, Antje
    Williamson, Sheldon
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN INDUSTRIAL ELECTRONICS, 2024, 5 (02): : 597 - 604
  • [40] A Physics-Informed Hybrid Data-Driven Approach With Generative Electrode-Level Features for Lithium-Ion Battery Health Prognostics
    Zhang, Shuxin
    Liu, Zhitao
    Xu, Yan
    Guo, Jiankang
    Su, Hongye
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2025, 11 (01): : 4857 - 4871