研究论文
State-of-health estimation of lithium-ion batteries based on self-transformer with few-labeled data and label noise
Yutong Zhang, Jun Xie, Chunxin Wang, Qing Xie, Nan Wang
North China Electric Power University State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources State Grid Corporation of China (China)
来源Journal of Power Sources
年份2025
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逐年被引趋势
1470
25
1426
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18
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4.30
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同类平均 = 1
同类平均 = 1
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75
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学术脉络
学科主题
工程Advanced Battery Technologies Research
Fault Detection and Control Systems · Advanced Data Processing Techniques
参考文献 75
Real-time state-of-health estimation for electric vehicle batteries: A data-driven approach
被引 315Gae-won You, Sangdo Park, Dukjin Oh · Applied Energy · 2016
Multiobjective Optimization of Data-Driven Model for Lithium-Ion Battery SOH Estimation With Short-Term Feature
被引 194Lei Cai, Jinhao Meng, Daniel‐Ioan Stroe · IEEE Transactions on Power Electronics · 2020
State-of-health estimation of lithium-ion batteries based on semi-supervised transfer component analysis
被引 162Yuanyuan Li, Hanmin Sheng, Yuhua Cheng · Applied Energy · 2020
此处列出前 3 条
引用本文 18
A comprehensive review of machine learning-based state of health estimation for lithium-ion batteries: data, features, algorithms, and future challenges
被引 83Yaxuan Wang, Yaxuan Wang, Shilong Guo · Renewable and Sustainable Energy Reviews · 2025
Empowering knowledge-guided intelligence for accurate and robust few-shot lithium-ion battery state of health estimation
被引 5Ruohan Guo, Kui Zhang, Shangyang He · eTransportation · 2026
Synthesizing physics and quantum machine learning for next-generation battery health prognostics: A critical review and roadmap
被引 4Kian Lun Soon, Wai Leong Pang, Hui Hwang Goh · Results in Engineering · 2026
按被引量排序，此处列出前 3 条