State of charge estimation of lithium-ion batteries using hybrid autoencoder and Long Short Term Memory neural networks
Author:
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Physical and Theoretical Chemistry,Energy Engineering and Power Technology,Renewable Energy, Sustainability and the Environment
Reference33 articles.
1. Online estimation of state of charge in Li-ion batteries using impulse response concept;Ranjbar;IEEE Trans. Smart Grid,2012
2. Evaluation of $\hbox {LiFePO} _ {4} $ batteries for electric vehicle applications;Anseán;IEEE Trans. Ind. Appl.,2014
3. Lithium-ion battery charge equalization algorithm for electric vehicle applications;Hannan;IEEE Trans. Ind. Appl.,2017
4. Robust state of charge estimation of lithium-ion batteries via an iterative learning observer;Li;SAE Technical,2012
5. Electrochemical model based observer design for a lithium-ion battery;Klein;IEEE Trans. Contr. Syst. Technol.,2012
Cited by 114 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. A hybrid model for state of charge estimation of lithium-ion batteries utilizing improved adaptive extended Kalman filter and long short-term memory neural network;Journal of Power Sources;2024-11
2. An embedding layer-based quantum long short-term memory model with transfer learning for proton exchange membrane fuel stack remaining useful life prediction;Energy;2024-11
3. A novel battery SOC estimation method based on random search optimized LSTM neural network;Energy;2024-10
4. A Quantum Particle Swarm Optimization Extended Kalman Quantum Particle Filter approach on state of charge estimation for lithium-ion battery;Journal of Energy Storage;2024-10
5. Equivalent state of charge estimation method of hybrid energy storage system for electric vehicles based on multiple operating modes;Journal of Energy Storage;2024-10
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