Edge of Transfer Learning-Based Long Short-Term Memory Neural Networks in the Application of Battery Surface Temperature Prediction for Electric Vehicles

被引：0
|
作者：
Kumar, Pradeep [1 ]
Kumar, Shanu [2 ]
机构：
[1] University of Windsor, Department of Electrical, Computer Engineering, Windsor,ON,N9B 3P4, Canada
[2] University of Windsor, Department of Computer Science, Windsor,ON,N9B 3P4, Canada
来源：
IEEE Journal of Emerging and Selected Topics in Industrial Electronics | 2024年 / 5卷 / 04期
关键词：
D O I：
10.1109/JESTIE.2024.3356974
中图分类号：
学科分类号：
摘要：
Temperature measurement
引用
下载
收藏
页码：1529 / 1536
相关论文
共 50 条
  • [31] Perfect dispatch learning model based on adaptive Long Short-term Memory neural networks
    Meng, Xiangfei
    Zhao, Long
    Sun, Yijun
    Tian, Xin
    Yang, Bin
    Li, Changcheng
    ENERGY REPORTS, 2023, 9 : 178 - 185
  • [32] Perfect dispatch learning model based on adaptive Long Short-term Memory neural networks
    Meng, Xiangfei
    Zhao, Long
    Sun, Yijun
    Tian, Xin
    Yang, Bin
    Li, Changcheng
    ENERGY REPORTS, 2023, 9 : 178 - 185
  • [33] Short-term Traffic Prediction with Deep Neural Networks and Adaptive Transfer Learning
    Li, Junyi
    Guo, Fangce
    Wang, Yibing
    Zhang, Lihui
    Na, Xiaoxiang
    Hu, Simon
    2020 IEEE 23RD INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2020,
  • [34] Transfer learning for short-term wind speed prediction with deep neural networks
    Hu, Qinghua
    Zhang, Rujia
    Zhou, Yucan
    RENEWABLE ENERGY, 2016, 85 : 83 - 95
  • [35] An Incremental Learning Approach Using Long Short-Term Memory Neural Networks
    Álvaro C. Lemos Neto
    Rodrigo A. Coelho
    Cristiano L. de Castro
    Journal of Control, Automation and Electrical Systems, 2022, 33 : 1457 - 1465
  • [36] An Incremental Learning Approach Using Long Short-Term Memory Neural Networks
    Lemos Neto, Alvaro C.
    Coelho, Rodrigo A.
    de Castro, Cristiano L.
    JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2022, 33 (05) : 1457 - 1465
  • [37] Core Temperature Estimation Method for Lithium-Ion Battery Based on Long Short-Term Memory Model With Transfer Learning
    Wang, Nan
    Zhao, Guangcai
    Kang, Yongzhe
    Wang, Wei
    Chen, Alian
    Duan, Bin
    Zhang, Chenghui
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2023, 11 (01) : 201 - 213
  • [38] Deep learning-based long short-term memory recurrent neural networks for monthly rainfall forecasting in Ghana, West Africa
    Dotse, Sam-Quarcoo
    THEORETICAL AND APPLIED CLIMATOLOGY, 2024, 155 (04) : 3033 - 3045
  • [39] Long Short Term Memory Networks for Short-Term Electric Load Forecasting
    Narayan, Apurva
    Hipel, Keith W.
    2017 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2017, : 2573 - 2578
  • [40] Long Short-Term Memory Network Based Tapping Temperature Prediction Model for Electric Arc Furnace
    Li, Chuang
    Mao, Zhizhong
    Yuan, Ping
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 5017 - 5022
12345