Performance comparison of lithium polymer battery SOC estimation using GWO-BiLSTM and cutting-edge deep learning methods
Author:
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Electrical and Electronic Engineering
Link
https://link.springer.com/content/pdf/10.1007/s00202-023-01934-z.pdf
Reference49 articles.
1. Matallana A et al (2019) Power module electronics in HEV/EV applications: new trends in wide-bandgap semiconductor technologies and design aspects. Renew Sustain Energy Rev 113:109264. https://doi.org/10.1016/J.RSER.2019.109264
2. Christensen PA et al (2021) Risk management over the life cycle of lithium-ion batteries in electric vehicles. Renew Sustain Energy Rev 148:111240. https://doi.org/10.1016/J.RSER.2021.111240
3. See KW et al (2022) Critical review and functional safety of a battery management system for large-scale lithium-ion battery pack technologies. Int J Coal Sci Technol 9(1):1–17. https://doi.org/10.1007/S40789-022-00494-0/FIGURES/6
4. Li Y et al (2022) A hybrid machine learning framework for joint SOC and SOH estimation of lithium-ion batteries assisted with fiber sensor measurements. Appl Energy 325:119787. https://doi.org/10.1016/J.APENERGY.2022.119787
5. Huang Z, Fang Y, Xu J (2021) SOC estimation of Li-ION battery based on improved EKF algorithm. Int J Autom Technol 22(2):335–340. https://doi.org/10.1007/S12239-021-0032-4
Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Multi-scale prediction of remaining useful life of lithium-ion batteries based on variational mode decomposition and integrated machine learning;Journal of Energy Storage;2024-10
2. Cavity-constrained LIBS combined with the gray wolf optimization algorithm for optimizing bidirectional long short-term memory (GWO-BiLSTM) networks for classification prediction of different brands of cigarettes;Journal of Analytical Atomic Spectrometry;2024
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3