Scientific Research
Working-Papers
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Paper Publications
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Chuanxin Fan. Fast Characterization of Lithium-Ion Battery Impedance and Nonlinearity Using Optimized Multisine Perturbation Signal. IEEE Transactions on Industrial Electronics , 2025.
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Chuanxin Fan. Battery pack state of charge estimation towards transportation electrification: Challenges and opportunities. IEEE Journal of Emerging and Selected Topics in Power Electronics, 2025.
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Fan, Chuanxin. Fast Characterization of Lithium-Ion Battery Impedance and Nonlinearity Using Optimized Multisine Perturbation Signal. IEEE Transactions on Industrial Electronics , 2025.
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刘凯龙. Adaptive battery thermal management systems in unsteady thermal application contexts. JOURNAL OF ENERGY CHEMISTRY, 97, 650-668, 2025.
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刘凯龙. Explainable Neural Network for Sensitivity Analysis of Lithium-ion Battery Smart Production. IEEE/CAA Journal of Automatica Sinica, 11, 1944-1953, 2025.
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刘凯龙. An Ultrasonic Wave-Based Method for Efficient State-of-Health Estimation of Li-Ion Batteries. IEEE Transactions on Industrial Electronics, 2025.
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Chu, Yunkun. Nonlinear modeling and SOC estimation of lithium-ion batteries based on block-oriented structures. Energy, 315, 2025.
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Tang, Aihua. Cloud-Based Li-ion Battery Anomaly Detection, Localization and Classification. IEEE Transactions on Industrial Informatics, 2025.
Patents
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一种电池健康状态估计方法及系统
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一种基于未来参数预测的电池短路故障诊断方法及系统
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基于分解集成非对称策略的电池剩余寿命预测方法及系统
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一种基于改进的自动编码器的电池故障诊断方法及系统
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一种电池健康状态估计方法及系统
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一种电池荷电状态估计方法及估计器, ZL202010364716.5, PCT/CN2020/088346,授权日:2022-7, 中国发明和国际PCT专利
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获取动力电池寿命数据的方法、装置、计算机设备及介质, ZL202010306169.5,PCT/CN2020/085381,授权日:2022-4, 中国发明和国际PCT专利。
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一种基于移植神经网络的电池容量衰减轨迹预测方法, ZL202010060435.0,授权日:2022-3,中国发明专利。
Published Books
Research Projects
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城市区域综合能源系统配置要素调研与设备运行数据处理服务, 2025-06-09-2025-11-30
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(包干项目)锂离子电池健康与能效管控, 2025-01-01-2027-12-31
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百兆瓦级高压储能系统电池模块管理系统技术服务, 2024-12-12-2025-12-12
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计及制造历史健康溯源与未来寿命早期预测的电池分选成组方法研究, 2023-08-24-2027-12-31
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2023-刘凯龙-YQ(HY), 2023-11-01-2028-10-31
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计及制造历史健康溯源与未来寿命早期预测的电池分选成组方法研究, 国家自然科学基金面上项目,项目负责人
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Ultra-fast, Health-protective and Safe Battery Charging for Large Scale Implementation of Net-Zero Transportations, 英国未来领袖基金,£1.6M,PI, 获提名
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Interpretable artificial intelligence (AI) for battery smart manufacturing, 英国High Value Manufacturing (HVM) Catapult委员会, 英国High Value Manufacturing Catapult委员会,PI,结题优秀
Research Team
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