Feature selection and optimal neural network algorithm for the state of charge estimation of lithium-ion battery for electric vehicle application

被引:0
|
作者
机构
[1] [1,Hossain Lipu, M.S.
[2] Hannan, M.A.
[3] Hussain, A.
来源
Hossain Lipu, M.S. (lipu@siswa.ukm.edu.my) | 1701年 / International Journal of Renewable Energy Research卷 / 07期
关键词
702.1.2 Secondary Batteries - 723.4 Artificial Intelligence - 922.2 Mathematical Statistics;
D O I
暂无
中图分类号
学科分类号
摘要
37
引用
收藏
相关论文
共 50 条
  • [1] Optimal BP neural network algorithm for state of charge estimation of lithium-ion battery using PSO with PCA feature selection
    Lipu, M. S. Hossain
    Hannan, M. A.
    Hussain, Aini
    Saad, M. H. M.
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2017, 9 (06)
  • [2] Optimal BP neural network algorithm for state of charge estimation of lithium-ion battery using PSO with Levy flight
    Mao, Xinjian
    Song, Shaojing
    Ding, Feng
    [J]. JOURNAL OF ENERGY STORAGE, 2022, 49
  • [3] State-of-Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Deep Neural Network
    Premkumar, M.
    Sowmya, R.
    Sridhar, S.
    Kumar, C.
    Abbas, Mohamed
    Alqahtani, Malak S.
    Nisar, Kottakkaran Sooppy
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 73 (03): : 6289 - 6306
  • [4] State of Charge Estimation of a Lithium-Ion Battery in an Electric Vehicle Using the XGBoost Method
    Fadlaoui, Elmahdi
    Masaif, Noureddine
    [J]. ADVANCES IN CONTROL POWER SYSTEMS AND EMERGING TECHNOLOGIES, VOL 2, ICESA 2023, 2024, : 91 - 97
  • [5] Design and Study on the State of Charge Estimation for Lithium-ion Battery Pack in Electric Vehicle
    Xu, Jie
    Gao, Mingyu
    He, Zhiwei
    Yao, Jianbin
    Xu, Hongfeng
    [J]. 2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL III, PROCEEDINGS, 2009, : 316 - 320
  • [6] State of Charge Estimation for Lithium-ion Battery using Recurrent Neural Network
    Liu, Van-Tsai
    Sun, Yi-Kai
    Lu, Hong-Yi
    Wang, Sun-Kai
    [J]. PROCEEDINGS OF THE 2018 IEEE INTERNATIONAL CONFERENCE ON ADVANCED MANUFACTURING (IEEE ICAM), 2018, : 376 - 379
  • [7] Modeling, state of charge estimation, and charging of lithium-ion battery in electric vehicle: A review
    Adaikkappan, Maheshwari
    Sathiyamoorthy, Nageswari
    [J]. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2022, 46 (03) : 2141 - 2165
  • [8] State of Charge Estimation of Lithium-Ion Battery Based on Back Propagation Neural Network and AdaBoost Algorithm
    Cai, Bingzi
    Li, Mutian
    Yang, Huawei
    Wang, Chunsheng
    Chen, Yougen
    Costa, Carlos Miguel
    [J]. ENERGIES, 2023, 16 (23)
  • [9] Lithium-Ion Battery Charge Equalization Algorithm for Electric Vehicle Applications
    Hannan, Mohammad Abdul
    Hoque, Md Murshadul
    Peng, Seow Eng
    Uddin, M. Nasir
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2017, 53 (03) : 2541 - 2549
  • [10] A Novel State of Charge Estimation Algorithm for Lithium-Ion Battery Packs of Electric Vehicles
    Chen, Zheng
    Li, Xiaoyu
    Shen, Jiangwei
    Yan, Wensheng
    Xiao, Renxin
    [J]. ENERGIES, 2016, 9 (09)