Kevin Liu
Professor
刘凯龙，山东大学控制科学与工程学院教授、博士生导师，科睿唯安全球高被引科学家、国家高层次青年人才、山东省杰青、IEEE高级会员。曾任英国华威大学新能源研究院（WMG）教职。主要从事新型电力系统数智化与储能管控研究。以第一或通讯作者发表SCI一区学术论文60余篇，其中高被引论文28篇、热点论文7篇；撰写学术专著5部，以第一发明人授权国内外发明专利20余件。获英国未来领袖基金提名（UKRI Future Leader Fellowship, 160余万英镑），主持国自然、英国Innovate UK、HVM Catapu... More+
Paper Publications
-
[1] Chuanxin Fan. Fast Characterization of Lithium-Ion Battery Impedance and Nonlinearity Using Optimized Multisine.... IEEE Transactions on Industrial Electronics , 2025.
-
[2] Chuanxin Fan. Battery pack state of charge estimation towards transportation electrification: Challenges and op.... IEEE Journal of Emerging and Selected Topics in Power Electronics, 2025.
-
[3] Fan, Chuanxin. Fast Characterization of Lithium-Ion Battery Impedance and Nonlinearity Using Optimized Multisine.... IEEE Transactions on Industrial Electronics , 2025.
-
[4] 刘凯龙. Adaptive battery thermal management systems in unsteady thermal application contexts. JOURNAL OF ENERGY CHEMISTRY, 97, 650-668, 2024.
-
[5] 刘凯龙. Explainable Neural Network for Sensitivity Analysis of Lithium-ion Battery Smart Production. IEEE/CAA Journal of Automatica Sinica, 11, 1944-1953, 2024.
-
[6] 刘凯龙. An Ultrasonic Wave-Based Method for Efficient State-of-Health Estimation of Li-Ion Batteries. IEEE Transactions on Industrial Electronics, 2024.
-
[7] Chu, Yunkun. Nonlinear modeling and SOC estimation of lithium-ion batteries based on block-oriented structures. Energy, 315, 2025.
-
[8] Tang, Aihua. Cloud-Based Li-ion Battery Anomaly Detection, Localization and Classification. IEEE Transactions on Industrial Informatics, 2024.
-
[9] Huang, Xinrong. Alternating current heating techniques for lithium-ion batteries in electric vehicles: Recent adv.... JOURNAL OF ENERGY CHEMISTRY, 96, 679-697, 2024.
-
[10] Peng, Qiao. Coating Feature Analysis and Capacity Prediction for Digitalization of Battery Manufacturing: An .... IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024.
-
[11] 刘凯龙. Interpretable Data-Driven Learning with Fast Ultrasonic Detection for Battery Health Estimation. IEEE/CAA Journal of Automatica Sinica, 12, 267-269, 2025.
-
[12] Li, Heng. Fault prognosis of Li-ion batteries in electric vehicles: Recent progress, challenges and prospec.... Journal of Energy Storage, 116, 2025.
-
[13] Peng, Qiao. Modeling and predicting failure in US credit unions. INTERNATIONAL JOURNAL OF FORECASTING, 2025.
-
[14] 刘凯龙. Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory P.... IEEE/CAA Journal of Automatica Sinica, 10, 272-274, 2023.
-
[15] 刘凯龙. Battery state-of-health estimation: An ultrasonic detection method with explainable AI. energy, 319, 2025.
-
[16] Wang, Guang. Ensemble Learning-Based Correlation Coefficient Method for Robust Diagnosis of Voltage Sensor and.... IEEE TRANSACTIONS ON POWER ELECTRONICS , 38, 9143, 2023.
-
[17] 李毅超. A novel joint estimation for core temperature and state of charge of lithium-ion battery based on.... Energy, 308, 2024.
-
[18] Xie, Yi. Coestimation of SOC and Three-Dimensional SOT for Lithium-Ion Batteries Based on Distributed Spat.... IEEE Transactions on Industrial Electronics, 70, 5937-5948, 2023.
-
[19] Li, Wei. An Internal Heating Strategy for Lithium-Ion Batteries Without Lithium Plating Based on Self-Adap.... IEEE Transactions on Vehicular Technology, 72, 5809-5823, 2023.
-
[20] Fan, Chuanxin. Characterization and identification towards dynamic-based electrical modeling of lithium-ion batt.... JOURNAL OF ENERGY CHEMISTRY, 92, 738-758, 2024.