Kevin Liu 山东大学主页平台管理系统--Home

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+

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Paper Publications

[21] Peng, Qiao. Transportation resilience under Covid-19 Uncertainty: A traffic severity analysis. TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 179, 2024.

[22] Xie, Yi. A health-aware AC heating strategy with lithium plating criterion for batteries at low temperatur.... IEEE Transactions on Industrial Informatics, 20, 1-11, 2023.

[23] Zhu, Tao. Enabling extreme fast charging. JOULE, 7, 2660-2662, 2023.

[24] Peng, Qiao. Battery calendar degradation trajectory prediction: Data-driven implementation and knowledge insp.... Energy, 294, 2024.

[25] Fan, Chuanxin. Understanding of Lithium-ion battery degradation using multisine-based nonlinear characterization.... Energy, 290, 2024.

[26] Liu, Weilong. Evolutionary Multi-Objective Optimisation for Large-Scale Portfolio Selection With Both Random an.... IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 1-1, 2024.

[27] Wei, Zhongbao. Multi-level Data-driven Battery Management: From Internal Sensing to Big Data Utilization. IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 1-1, 2023.

[28] Wang, Guang. Ensemble Learning Based Correlation Coefficient Method for Robust Diagnosis of Voltage Sensor and.... IEEE Transactions on Power Electronics, 38, 1-14, 2023.

[29] 毛梓恒. An Applicable Minor Short-circuit Fault Diagnosis Method for Automotive Lithium-ion Batteries bas.... IEEE Transactions on Power Electronics, 1-9, 2023.

[30] 顾鑫. A Precise Minor-Fault Diagnosis Method for Lithium-Ion Batteries Based on Phase Plane Sample Entr.... IEEE Transactions on Industrial Electronics, 2023.

[31] 朱昱豪. Rapid Test and Assessment of Lithium-ion Battery Cycle Life Based on Transfer Learning. IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 1-1, 2024.

[32] 商云龙. An intelligent preheating approach based on high-gain control for lithium-ion batteries in extrem.... IEEE Transactions on Industrial Electronics, 71, 1-9, 2023.

[33] 毛梓恒. A Multi-Fault Diagnosis Method for Battery Packs Based on Low-Redundancy Representation Learning. 2022.

[34] 李京伦. A Hierarchical Fault Diagnosis Method for Lithium Battery Based on Polymorphic Jump. 2022.

[35] Huang, Bencheng. A Screening Method for Retired Lithium-ion Batteries Based on Naive Bayes. 2022.

[36] Kailong Liu , Yunlong Shang , Quan Ouyang and Widanalage Dhammika Widanage. A data-driven approach with uncertainty quantification for predicting future capacities and remai.... IEEE Transactions on Industrial Electronics,

[38] Kailong Liu , Changfu Zou , Kang Li and Torsten Wik. Charging pattern optimization for lithium-ion batteries with an electrothermal-aging model. IEEE Transactions on Industrial Informatics, 2018, 14(12): 5463-5474.【IF=11.65, ESI高被引, SCI他引115次】,

[39] Kailong Liu , Xiaosong Hu , Huiyu Zhou , W. Dhammika Widanage and James Marco. Feature analyses and modelling of lithium-ion batteries manufacturing based on random forest clas.... IEEE/ASME Transactions on Mechatronics, 2021, 26(6): 2944-2955.【IF=5.87, ESI高被引】,

[40] Kailong Liu , Qiao Peng , Hongbin Sun , Minrui Fei , Huimin Ma and Tianyu Hu. A transferred recurrent neural network for battery calendar health prognostics of energy-transpor.... IEEE Transactions on Industrial Informatics, 2022, 18(11): 8172-8181.【IF=11.65, ESI高被引】,