Hybrid Electrical Circuit Model and Deep Learning-Based Core Temperature Estimation of Lithium-Ion Battery Cell
Author:
Affiliation:
1. Bosch Global Software Technologies Pvt. Ltd., Bengaluru, India
2. Department of Electrical, Computer and Software Engineering, Ontario Tech University, Oshawa, Canada
3. ABB Inc., Québec, Canada
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Energy Engineering and Power Technology,Transportation,Automotive Engineering
Link
http://xplorestaging.ieee.org/ielx7/6687316/9847565/09762915.pdf?arnumber=9762915
Reference39 articles.
1. Lithium-ion Battery Model Parameter Identification Using Modified Adaptive Forgetting Factor-Based Recursive Least Square Algorithm
2. A Closed-Loop Constant-Temperature Constant-Voltage Charging Technique to Reduce Charge Time of Lithium-Ion Batteries
3. Long Short-Term Memory
4. A new approach for the vanishing gradient problem on sigmoid activation
5. Handling Vanishing Gradient Problem Using Artificial Derivative
Cited by 14 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. Online Temperature Estimation for Lithium-Ion Batteries Utilizing a Single-Frequency Impedance Unaffected by Their Peripheral Circuits;IEEE Transactions on Power Electronics;2024-11
2. Advancements in battery thermal management for electric vehicles: Types, technologies, and control strategies including deep learning methods;Ain Shams Engineering Journal;2024-09
3. A Resource-Constrained Polynomial Regression Approach for Voltage Measurement Compression in Electric Vehicle Battery Packs;Batteries;2024-08-29
4. Benchmarking core temperature forecasting for lithium-ion battery using typical recurrent neural networks;Applied Thermal Engineering;2024-07
5. Online State-of-Health and Capacity Fade Estimation Using Machine-Learning-, Deep-Learning-, and/or Neural-Network-Based Algorithms;2024 IEEE Transportation Electrification Conference and Expo (ITEC);2024-06-19
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