研究论文
Multi-step state of health prediction of lithium-ion batteries based on multi-feature extraction and improved Transformer
Yinghao Zhang, Zhanying Li, Lingyan Kong, Hao Xu, Houwen Shen, Ming Chen
Dalian Polytechnic University Tencent (China)
来源Journal of Energy Storage
年份2024
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逐年被引趋势
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54
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6.06
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学术脉络
学科主题
工程Advanced Battery Technologies Research
Advancements in Battery Materials · Reliability and Maintenance Optimization
参考文献 51
Prognostic Algorithms for ConditionMonitoring and Remaining Useful LifeEstimation
被引 22Shane Butler · Maynooth University ePrints and eTheses Archive (Maynooth University) · 2012
Noise Reduction in Speech Processing
被引 1,474Israel Cohen, Yiteng Huang, Jingdong Chen · Springer topics in signal processing · 2009
Lithium batteries: Status, prospects and future
被引 5,140Bruno Scrosati, Jürgen Garche · Journal of Power Sources · 2009
此处列出前 3 条
引用本文 54
DGAT: Dynamic Graph Attention-Transformer network for battery state of health multi-step prediction
被引 21Lei Wang, 张伟 Zhang Wei, Wei Li · Energy · 2025
Improved SOH Prediction of Lithium-Ion Batteries Based on Multi-Dimensional Feature Analysis and Transformer Framework
被引 18Tianfeng Long, Pengcheng Zhang, Xiaoqi Liu · IEEE Open Journal of Vehicular Technology · 2025
Lithium-Ion Battery State of Health Estimation Based on Feature Reconstruction and Transformer-GRU Parallel Architecture
被引 17Bing Chen, Yongjun Zhang, Jinsong Wu · Energies · 2025
按被引量排序，此处列出前 3 条