硕士生导师
性别：男
学位：博士学位
毕业院校：中国科学技术大学
学科：车辆工程
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State of Health Estimation for Lithium-Ion Battery via Recursive Feature Elimination on Partial Charging Curves.[J:IEEE Journal of Emerging and Selected Topics in Power Electronics,2023,11(1):131-142.
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基于特征优化和随机森林算法的锂离子电池SOH估计.[J:机械工程学报,2022):Early Access.
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Dual particle swarm optimization based data-driven state of health estimation method for lithium-ion battery:Journal of Energy Storage,2022,56):105908.
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Bayesian information criterion based data-driven state of charge estimation for lithium-ion battery.[J:Journal of Energy Storage,2022,55):105669.
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Lithium-ion batteries health prognosis via differential thermal capacity with simulated annealing and support vector regression.[J:Energy,2022,250):123829.
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Optimized Multi-source Fusion based State of Health Estimation for Lithium-ion Battery in Fast Charge Applications.[J:IEEE Transactions on Energy Conversion,2022,37(2):1489 - 1498.
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A multi-feature-based multi-model fusion method for state of health estimation of lithium-ion batteries.[J:Journal of Power Sources,2021,518):230774.
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Cloud-to-edge based state of health estimation method for Lithium-ion battery in distributed energy storage system.[J:Journal of Energy Storage,2021,41):102974.
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A novel long short-term memory network for lithium-ion battery health diagnosis using charging curve.[J:Transactions of the Institute of Measurement and Control,2021):OnlineFirst.
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An extended Kalman filter based data-driven method for state of charge estimation of Li-ion batteries.[J:Journal of Energy Storage,2021,40):102655.
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