articleTop 1% cited
State of health estimation of lithium-ion battery based on improved ant lion optimization and support vector regression
Journal of Energy Storage · 2022 · Vol. 50 · pp. 104215–104215
Qianglong Li(Qingdao University)Dezhi Li(Qingdao University)Kun ZhaoLicheng Wang(Zhejiang University of Technology)Kai Wang✉(Qingdao University)
Advanced Battery Technologies ResearchIoT Networks and ProtocolsElectric Vehicles and InfrastructureAnt colony optimization algorithmsSupport vector machineState of healthBattery (electricity)Robustness (evolution)Computer sciencePearson product-moment correlation coefficientState of chargeArtificial intelligenceStatistics
Funding
- National Natural Science Foundation of China
- Natural Science Foundation of Shandong Province
Citations
317
FWCI
23.61
field-weighted impact
References
52
Percentile
100%
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Citations per year
References
A novel deep learning framework for state of health estimation of lithium-ion battery
Journal of Energy Storage · 2020 · 375 citations
Support-vector networks
Machine Learning · 1995 · 39,987 citations
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