An ensemble prognostic method for lithium-ion battery capacity estimation based on time-varying weight allocation
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction
Reference31 articles.
1. A capacity model based on charging process for state of health estimation of lithium ion batteries;Li;Appl Energy,2016
2. A method for state of energy estimation of lithium-ion batteries based on neural network model;Dong;Energy,2015
3. A multi-timescale estimator for battery state of charge and capacity dual estimation based on an online identified model;Wei;Appl Energy,2017
4. A single particle model with chemical/mechanical degradation physics for lithium ion battery State of Health (SOH) estimation;Li;Appl Energy,2018
5. Online available capacity prediction and state of charge estimation based on advanced data-driven algorithms for lithium iron phosphate battery;Deng;Energy,2016
Cited by 37 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. Degradation Modes Identification of Lithium-Ion Batteries Based on Flexible Discharge Data;2024 American Control Conference (ACC);2024-07-10
2. Review of Various Machine Learning Approaches for Predicting Parameters of Lithium-Ion Batteries in Electric Vehicles;Batteries;2024-05-24
3. Small-Sample-Learning-Based Lithium-Ion Batteries Health Assessment: An Optimized Ensemble Framework;IEEE Transactions on Industry Applications;2024-05
4. Training of physics-informed Bayesian neural networks with ABC-SS for prognostic of Li-ion batteries;Computers in Industry;2024-02
5. A weight-allocation-based ensemble remaining useful life prediction approach for a single device;Measurement;2024-01
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