Zewang Chen, Zhaofan Xu, Hanrui Wang, Na Shi, Lin Yang
{"title":"State-of-health estimation of lithium-ion battery based on convolutional-gated recurrent neural network with self-attention mechanism","authors":"Zewang Chen, Zhaofan Xu, Hanrui Wang, Na Shi, Lin Yang","doi":"10.1080/15435075.2024.2335510","DOIUrl":null,"url":null,"abstract":"The state of health (SOH) of lithium-ion batteries is a critical parameter of the battery management system. An accurate estimation of it can improve the battery’s overall life. The data-driven met...","PeriodicalId":14000,"journal":{"name":"International Journal of Green Energy","volume":"84 1","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Green Energy","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/15435075.2024.2335510","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0
Abstract
The state of health (SOH) of lithium-ion batteries is a critical parameter of the battery management system. An accurate estimation of it can improve the battery’s overall life. The data-driven met...
期刊介绍:
International Journal of Green Energy shares multidisciplinary research results in the fields of energy research, energy conversion, energy management, and energy conservation, with a particular interest in advanced, environmentally friendly energy technologies. We publish research that focuses on the forms and utilizations of energy that have no, minimal, or reduced impact on environment, economy and society.