Parameter identification of an electrochemical lithium-ion battery model with convolutional neural network
Author:
Publisher
Elsevier BV
Subject
Control and Systems Engineering
Reference15 articles.
1. An innovative global harmony search algorithm for parameter identification of a pem fuel cell model;Askarzadeh;IEEE Transactions on industrial electronics,2012
2. Main aging mechanisms in li ion batteries;Broussely;Journal of power sources,2005
3. State-of-charge estimation for lithium-ion batteries using neural networks and ekf;Charkhgard;IEEE transactions on industrial electronics,2010
4. Behavior and state-of-health monitoring of li-ion batteries using impedance spectroscopy and recurrent neural networks;Eddahech;International Journal of Electrical Power & Energy Systems,2012
5. Genetic identification and fisher identifiability analysis of the doyle–fuller–newman model from experimental cycling of a lifepo4 cell;Forman;Journal of Power Sources,2012
Cited by 36 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. Deep learning method for online parameter identification of lithium-ion batteries using electrochemical synthetic data;Energy Storage Materials;2024-09
2. Strong tracking adaptive window multi‐innovation cubature Kalman filter algorithm for lithium‐ion battery state of energy estimation;International Journal of Circuit Theory and Applications;2024-05-10
3. Composition and state prediction of lithium-ion cathode via convolutional neural network trained on scanning electron microscopy images;npj Computational Materials;2024-05-04
4. State-of-health estimation of lithium-ion battery based on convolutional-gated recurrent neural network with self-attention mechanism;International Journal of Green Energy;2024-04-03
5. Establishment and Testing Verification of Traction Battery Second-Order Resistor–Capacitor Digital Twin Model Based on Hybrid Pulse Power Characterization Test;Mechanisms and Machine Science;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