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
  • [21] A Lumped Disturbance Compensation Scheme for Unbiased State-of-Charge Estimation of Lithium-ion Batteries
    Xi, Haoda
    Lin, Xijian
    Zhang, Shuo
    Luo, Xi
    Ji, Huayu
    Xiao, Dianxun
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2025, 40 (03) : 4569 - 4580
  • [22] A Combined Data-Model Method for State-of-Charge Estimation of Lithium-Ion Batteries
    Ni, Zichuan
    Yang, Ying
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [23] Load Current and State-of-Charge Coestimation for Current Sensor-Free Lithium-Ion Battery
    Wei, Zhongbao
    Hu, Jian
    He, Hongwen
    Li, Yang
    Xiong, Binyu
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2021, 36 (10) : 10970 - 10975
  • [24] A Hybrid Data-Driven Method for State-of-Charge Estimation of Lithium-Ion Batteries
    Yan, Xiaodong
    Zhou, Gongbo
    Wang, Wei
    Zhou, Ping
    He, Zhenzhi
    IEEE SENSORS JOURNAL, 2022, 22 (16) : 16263 - 16275
  • [25] State of Charge Estimation for Lithium-Ion Battery Pack With Selected Representative Cells
    Liu, Xingtao
    Xia, Wenlong
    Li, Siyuan
    Lin, Mingqiang
    Wu, Ji
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2024, 10 (02): : 4107 - 4118
  • [26] A Variational Bayes Based State-of-Charge Estimation for Lithium-Ion Batteries Without Sensing Current
    Hou, Jing
    Yang, Yan
    Gao, Tian
    IEEE ACCESS, 2021, 9 : 84651 - 84665
  • [27] Battery state-of-charge estimation based on fuzzy neural network and improved particle swarm optimization algorithm
    Lv, Jianxun
    Yuan, Haiwen
    Lv, Yingming
    PROCEEDINGS OF THE 2012 SECOND INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2012), 2012, : 22 - 27
  • [28] Online State-of-Charge Estimation of Lithium-Ion Battery Using a Fault Tolerant and Noise Immune Threefold Modified Adaptive Extended Kalman Filter
    Rout, Satyaprakash
    Das, Satyajit
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2024, 10 (04): : 9366 - 9380
  • [29] Fast State-of-Charge Estimation for Lithium-Ion Batteries Using a Simplified Electrochemical Model Without Initial State Restrictions
    Yang, Ranchen
    Li, Zhenyu
    Chen, Zheng
    Ali, Muhammad Saqib
    Chen, Guozhu
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2024, 10 (02): : 4159 - 4172
  • [30] Control-Oriented Physics-Based Modeling and Observer Design for State-of-Charge Estimation of Lithium-Ion Cells for High Current Applications
    Nath, Anirudh
    Mehta, Rohit
    Gupta, Raghvendra
    Bahga, Supreet Singh
    Gupta, Amit
    Bhasin, Shubhendu
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2022, 30 (06) : 2466 - 2479
12345