系所与团队：

电工理论与新技术研究所

学术身份：

教授，博士生导师，国家级青年人才计划入选者，山东大学杰出中青年学者（第一层次），中国电机工程学会“电力之光”传播专家，中国复合材料学会介电高分子复合材料及应用专业委员会委员，中国电源学会电磁兼容专业委员会委员，IEEE PES能源发展与发电技术委员会委员， IEEE Member，山东省电力行业协会技术专家，山东省输变电技术与智能装备重点实验室学术委员会委员。

主要工作经历：

2000.9-2004.6 山东大学电气工程学院，获工学学士学位；

2004.9-2007.6 山东大学电气工程学院，获工学硕士学位；

2007-9-2011.11 山东大学电气工程学院，获工学博士学位；

2009.12-2010.12 英国曼彻斯特大学电气与电子学院，国家公派中外联合培养博士生；

2011.12-2013.11 山东大学控制科学与工程流动站，博士后；

2011.12-2015.09山东大学电气工程学院，讲师；

2015.09-2022.09山东大学电气工程学院，副教授；

2020.05-2023.03 国家自然科学基金委员会电气学科借调；

2022/09-至今，山东大学，电气工程学院，教授；

研究方向：

主要从事高电压与绝缘技术、极端环境电工装备运行、计算电磁学、新能源微网系统运行等科学研究工作。

学术著作：

[1]X. Liu,L. Zou*, Z. Han, J. Jiang, Y. Wang, and R. Wang, "A BERT-PINN Deep Model for Probabilistic Load Forecasting of Hydrogen Powered Ships Power Systems," IEEE Transactions on Smart Grid, Early Access, 2026. (中科院1区, IF:10.1)

[2]X. Liu,L. Zou*, L. Zhang, H. Wang, Y. Wang, S. Pang, and J. Jiang, "Load Prediction of Hydrogen Powered Ship: A Deep Prediction Framework Considering Operating Environment and Error Correction," IEEE Transactions on Smart Grid, vol. 17, no. 1, pp. 230-243, 2026. (中科院1区, IF:10.1)

[3]X. Liu,L. Zou*, Z. Han, L. Ma, J. Jiang, Y. Wang, and R. Wang, "An energy management strategy for hydrogen-powered electric vessels based on data-enabled predictive control model combined with probabilistic load forecasting," Energy, 344 (2026) 140063. (中科院1区, IF:10.1)

[4]X. Liu,L. Zou*, Z. Han, J. Jiang, Y. Wang, and R. Wang, "A novel U-Net-physical informed neural network model for load forecasting of hydrogen power boat power system combined multi-source information spatiotemporal matrix construction," Engineering Applications of Artificial Intelligence, 167 (2026) 113807. (中科院1区, IF:9.0)

[5]X. Liu,L. Zou*, R. Jia, Z. Han, L. Ma, Y. Wang, R. Wang, and D. Qin, "A two-step hydrogen powered fully electric ship energy management framework combined with probabilistic interval load forecasting and model-free predictive control," Green Energy and Intelligent Transportation, Early Access, 2026.(中科院1区, IF:21.5)

[6] J. Jiang,L. Zou*, X. Liu, Z. Han, and R. Wang, "A two-level real-time energy management strategy incorporating load forecasting for hydrogen fuel cell-powered ships," Energy Conversion and Management, 341(2025)120032.(中科院1区, IF:11.8)

[7]S. Xin,L. Zou*, Z. Han, Y. Jiang, M. Xie, W. He, Z. Wang, and B. Chen, "Five-Stage Magnetization Reversal Dynamics and Parameter Dependence of Nanocrystalline Alloys Under High-Frequency Excitation," IEEE Transactions on Industry Applications, Early Access, 2026. (中科院2区, IF:5.2)

[8]S. Xin,L. Zou*, R. Jia, Z. Han, J.Han, and W. Cui, "Study on multi-stage kinetics and main dissipation interval of magnetization reversal of nanocrystalline alloys under high-frequency excitation," Materials & Design, 268(2026)116485.(中科院2区, IF:8.2)

[9]L. Zou, J. Liu, Z. Han, W. Wang, and K. Guo, "Online Monitoring Method of Turn-to-Turn Short-Circuit Faults in Dry-Type Reactors Based on Phase Angle Difference," IEEE Transactions on Instrumentation and Measurement, vol. 75, pp. 3502811.1-3502811.11, 2026. (中科院2区, IF:7.0)

[10]L. Zou*, S. Han, Z. Han, R. Jia, Z. Liu, and Q. Liu,"A Dynamic Reactive Power Compensation Strategy for Hybrid Submarine Cable Systems Based on XLPE Thermal Aging,"IEEE Transactions on Industry Applications, Early Access, 2026. (中科院2区, IF:5.2)

[11]S. Pang,L. Zou*, L. Zhang, H. Wang, Y. Wang, X. Liu, and J. Jiang, "A hybrid TCN-BiLSTM short-term load forecasting model for ship electric propulsion systems combined with multi-step feature processing," Ocean Engineering, 316 (2025) 119808. (中科院2区, IF:6.3)

[12]L. Zou*, C. Chang, Z. Han, R. Jia, Z. Li, and Q. Liu, "A multi-objective weighted constraint axial segmentation structure and collaborative optimization method for suppressing abnormal temperature rise in bridge arm reactors," Case Studies in Thermal Engineering, 87 (2026) 108555. (中科院2区, IF:6.6)

[13]L. Zou, Z. Liu, Q. Liu, Z. Han, and S. Han, "Investigation of the Impact of XLPE Cable Ageing on Impedance Mismatch Characteristics and Unbalanced Behaviour in Hybrid Operation Systems," High Voltage, vol. 11, no. 2, pp. 544-555, 2026. (中科院2区, IF:5.7)

[14]L. Zou, X. Luo, Z. Han*, Z. Li, X. Ding, and K. Huang*, "Mechanism of Damage and Micro-Characterisation of Irradiation-Induced Free Radicals on the Epoxy Insulation of the Bridge Arm Reactors at High Altitude," High Voltage, 2026, in press.(中科院2区, IF:5.7)

[15]L. Zou*, C. Chang, Z. Han, Z. Li, Q. Liu, H. Li, and H. H.-C. Iu, "A novel axially segmented design for enhanced thermal management of bridge arm reactors in flexible HVDC under AC–DC composite conditions," Results in Engineering, 30 (2026) 110903. (中科院2区, IF:9.0)

[16]L. Zou*, J. Liu, Z. Han, W. Wang, and K. Guo, "Research on the characteristic parameter analysis and monitoring method of dry-type reactor turn-to-turn insulation degradation," Results in Engineering, 29 (2026) 109449. (中科院2区, IF:9.0)

[17]X. Liu,L. Zou*, L. Zhang, J. Wang, Z. Han, and Y. Li, "A multi-channel spatiotemporal SegNet model for short term wind power prediction with sequence decomposition and reconstruction," Results in Engineering, 27 (2025) 105797. (中科院2区, IF:9.0)

[18]L. Zhang, Y. Wang,L. Zou*, K. Guo, Y. Li, and Q. Sun, "Effect of grain size on magnetic loss of nanocrystalline alloy under high-frequency non-sinusoidal excitation," IEEE Transactions on Magnetics, vol. 59, no. 7, pp. 1–11, 2023. (中科院4区, IF:1.9)

[19]刘星斗,邹 亮*, 韩智云, 等. 基于构造混合约束损失函数的Informer-PINN氢动力船舶超短期多步负荷预测框架[J]. 电工技术学报,2026.

[20]刘星斗,邹 亮*, 贾荣照,等. 结合区间负荷预测与无模型预测控制的氢能船舶能量管理策略[J]. 电工技术学报,2026.

[21]姜俊道,邹 亮*, 刘星斗, 等. 结合负荷多步预测的氢能船舶双层能量调度策略[J]. 电力系统自动化, 2025.

[22]王怡凡,邹 亮*, 张 黎, 等. 矩形波激励对纳米晶合金高频磁化过程的微观影响机理[J]. 电工技术学报, 2024.

[23]代岭均,邹 亮*, 张 黎, 等. 干式空心电抗器五环简化缩比模型最优结构对比分析[J]. 电工技术学报, 2023.

[24]代岭均,邹 亮*, 张 黎, 等. 纳米晶合金晶粒尺寸与体积分数对高频磁损耗特性影响分析[J]. 电工技术学报, 2023.

主要科研项目：

[1] 高海拔特高压柔直桥臂电抗器固化应力释放机制与界面相容性调控方法，国家自然科学基金重点项目，国家级，主持，2025.01-2028.12

[2] 低/零碳燃料船舶高效电力系统和多能联合推进技术，科技部国家重点研发计划课题，国家级，主持，2022.12-2026.11

[3] 基于十二相锥形变磁通电机的无轴对转轮缘推进器基础理论与关键技术研究，国家自然科学基金重点项目子课题，国家级，主持，2024.01-2027.12

[4] 低碳多能源微网弹性运行能量优化管理技术，科技部国家重点研发计划子课题，国家级，主持，2023.01-2024.12

[5] 融合多源信息特征的能源变换装备故障预警与寿命评估方法，科技部国家重点研发计划子课题，国家级，主持，2021.12-2024.11

[6] 纳米晶软磁复合材料高频微观磁作用机制与磁-热性能协同优化方法，国家自然科学基金面上项目，国家级，主持，2020.01-2023.12

[7] 纳米晶铁芯的介观高频饱和机理与双尺度耦合建模方法，国家自然科学基金青年科学基金项目，国家级，主持，2014.01-2016.12

[8]海缆过渡接头多介质界面电气特性及电-热-力-流协同设计技术，省部级，主持，2026.09-2030.09

[9] 国网山东超高压公司2025年基于多模态数据分析的变压器故障预测技术研究，省部级，主持，2025.10-2027.06

[10] 国网威海供电公司2026年环保型变压器绝缘老化特性与降解回收研究，省部级，主持，2026.08-2028.04

[11] 电热耦合应力下100Hz中频变压器绝缘失效机理与等价性实验方法，省部级，主持，2024.06-2025.11

[12] 交联聚乙烯(XLPE)海缆与充油海缆混合运行下的累积效应研究，省部级，主持，2024.11-2026.06

[13] 降噪构件对高抗温升绝缘性能影响测试，省部级，主持，2026.06-2026.12

[14] 变压器振动影响因素研究，省部级，主持，2024.12-2025.12

[15] 面向远海风电送出的DRU与MMC混联多端直流轻型化组网方法，广东省基础与应用基础研究基金项目，省部级，参与，2022.10-2025.09

奖励情况：

无

招生类型：

博士生导师、硕士生导师，学术型、专业型