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：

2022/09-至今，山东大学，电气工程学院，教授

2020.05-2023.03，国家自然科学基金委员会电气学科借调

2015.09-2022.09，山东大学电气工程学院，副教授

2011.12-2015.09，山东大学电气工程学院，讲师

2011.12-2013.11，山东大学控制科学与工程流动站，博士后

主要学习经历：

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

2007-9-2011.11，山东大学电气工程学院，获工学博士学位

2004.9-2007.6，山东大学电气工程学院，获工学硕士学位

2000.9-2004.6，山东大学电气工程学院，获工学学士学位

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：

近三年期刊论文：

[1]Xingdou Liu,Liang Zou*, Rongzhao Jia, Zhiyun Han, Liangwang Ma, Yawei Wang, Rui Wang, Dehao Qin. A two-step hydrogen powered fully electric ship energy management framework combined with probabilistic interval load forecasting and model-free predictive control[J].Green Energy and Intelligent Transportation, 2026, Early Access.(中科院1区, IF:21.5)

[2]Jundao Jiang,Liang Zou*,Xingdou Liu, Zhiyun Han, Rui Wang. A two-level real-time energy management strategy incorporating load forecasting for hydrogen fuel cell-powered ships[J].Energy Conversion and Management, 2025, 341: 120032.(中科院1区, IF:11.8)

[3]Xingdou Liu,Liang Zou*, Zhiyun Han, Jundao Jiang, Yawei Wang, Rui Wang. A BERT-PINN Deep Model for Probabilistic Load Forecasting of Hydrogen Powered Ships Power Systems[J].IEEE Transactions on Smart Grid, 2026, Early Access.(中科院1区, IF:10.1)

[4]Xingdou Liu,Liang Zou*, Li Zhang, Hui Wang, Yawei Wang, Shuo Pang, Jundao Jiang. Load Prediction of Hydrogen Powered Ship: A Deep Prediction Framework Considering Operating Environment and Error Correction[J].IEEE Transactions on Smart Grid, 2026, 17(1): 230–243.(中科院1区, IF:10.1)

[5]Xingdou Liu,Liang Zou*, Zhiyun Han, Liangwang Ma, Jundao Jiang, Yawei Wang, Rui Wang. An energy management strategy for hydrogen-powered electric vessels based on data-enabled predictive control model combined with probabilistic load forecasting[J].Energy, 2026, 344: 140063.(中科院1区, IF:10.1)

[6]Xingdou Liu,Liang Zou*, Zhiyun Han, Jundao Jiang, Yawei Wang, Rui 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[J].Engineering Applications of Artificial Intelligence, 2026, 167: 113807.(中科院1区, IF:9.0)

[7]Xingdou Liu,Liang Zou*, Li Zhang, Jiangong Wang, Zhiyun Han, Yong Li. A multi-channel spatiotemporal SegNet model for short term wind power prediction with sequence decomposition and reconstruction[J].Results in Engineering, 2025, 27: 105797.(中科院2区, IF:9.4)

[8]Liang Zou, Cheng Chang, Zhiyun Han*, Zhen Li, Qingsong Liu, Hong Li, Herbert Ho-Ching Iu. A novel axially segmented design for enhanced thermal management of bridge arm reactors in flexible HVDC under AC–DC composite conditions[J].Results in Engineering, 2026, 30: 110903.(中科院2区, IF:9.4)

[9]Liang Zou, Jiafei Liu, Zhiyun Han*, Wenqi Wang, Kun Guo. Research on the characteristic parameter analysis and monitoring method of dry-type reactor turn-to-turn insulation degradation[J].Results in Engineering, 2026, 29: 109449.(中科院2区, IF:9.4)

[10]Sixiao Xin,Liang Zou*, Rongzhao Jia, Zhiyun Han, Jiyuan Han, Wenxuan Cui. Study on multi-stage kinetics and main dissipation interval of magnetization reversal of nanocrystalline alloys under high-frequency excitation[J].Materials & Design, 2026, 268: 116485.(中科院2区, IF:8.2)

[11]Liang Zou, Jiafei Liu, Zhiyun Han*, Wenqi Wang, Kun Guo. Online Monitoring Method of Turn-to-Turn Short-Circuit Faults in Dry-Type Reactors Based on Phase Angle Difference[J].IEEE Transactions on Instrumentation and Measurement, 2026, 75: 3502811.(中科院2区, IF:7.0)

[12]Liang Zou, Cheng Chang, Zhiyun Han*, Rongzhao Jia, Zhen Li, Qingsong Liu. A multi-objective weighted constraint axial segmentation structure and collaborative optimization method for suppressing abnormal temperature rise in bridge arm reactors[J].Case Studies in Thermal Engineering, 2026, 87: 108555.(中科院2区, IF:6.6)

[13]Shuo Pang,Liang Zou*, Li Zhang, Hui Wang, Yawei Wang, Xingdou Liu, Jundao Jiang. A hybrid TCN-BiLSTM short-term load forecasting model for ship electric propulsion systems combined with multi-step feature processing[J].Ocean Engineering, 2025, 316: 119808.(中科院2区, IF:6.3)

[14]Liang Zou, Zheng Liu, Qingsong Liu, Zhiyun Han*, Shoushui Han. Investigation of the Impact of XLPE Cable Ageing on Impedance Mismatch Characteristics and Unbalanced Behaviour in Hybrid Operation Systems[J].High Voltage,2026, 11(2): 544–555.(中科院2区, IF:5.7)

[15]Liang Zou, Xinya Luo, Zhiyun Han*, Zhen Li, Xiaofeng Ding, Kejie Huang. Mechanism of Damage and Micro-Characterisation of Irradiation-Induced Free Radicals on the Epoxy Insulation of the Bridge Arm Reactors at High Altitude[J].High Voltage, 2026, in press.(中科院2区, IF:5.7)

[16]Sixiao Xin,Liang Zou*, Zhiyun Han, Yuteng Jiang, Minglei Xie, Wenzhi He, Zhi Wang, Bingxin Chen. Five-Stage Magnetization Reversal Dynamics and Parameter Dependence of Nanocrystalline Alloys Under High-Frequency Excitation[J].IEEE Transactions on Industry Applications, 2026, Early Access.(中科院2区, IF:5.2)

[17]Liang Zou, Shoushui Han, Zhiyun Han*, Rongzhao Jia, Zheng Liu, Qingsong Liu, Xinsi Xiao. A Dynamic Reactive Power Compensation Strategy for Hybrid Submarine Cable Systems Based on XLPE Thermal Aging[J].IEEE Transactions on Industry Applications, 2026, Early Access.(中科院2区, IF:5.2)

[18]刘星斗,邹 亮*, 韩智云, 马良旺, 王睿.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/OL].电工技术学报,1-15.

[19]刘星斗,邹 亮*,贾荣照,马良旺, 王亚伟.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/OL].电工技术学报,1-17.

[20]姜俊道,邹 亮*, 刘星斗, 韩智云, 王睿, 庞硕.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,2025,49(13):166-176.

[21]王怡凡,邹 亮*, 张 黎, 李永健, 孙秋霞.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,2024,39(11):3259-3269.

[22]代岭均,邹 亮*, 孙玉鑫, 刘青松, 张黎.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,2023,38(4):1088-1103.

[23]代岭均,邹 亮*, 郭凯航, 张黎, 李永健, 孙秋霞.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,2023,38(18):4853-4863.

近三年授权专利：

[1]一种基于XLPE电缆老化的混合运行系统阻抗失配与不平衡特性的分析方法、设备及介质

[2]高波动工况的船舶推进负荷预测方法、系统、设备及介质

[3]轴向分割桥臂电抗器的多目标协同优化方法及系统

[4]一种全电船舶的多工况识别方法、系统、设备及介质

[5]一种船舶电力推进系统的短期负荷预测方法及系统

[6]结合风机运行状态与误差修正的风功率预测方法及系统

[7]一种混合海缆系统的无功补偿方法、系统、设备及介质

[8]一种电力系统概率负荷预测方法、系统、设备、存储介质

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，国家自然科学基金企业创新发展联合基金，国家级，主持

[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

[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，国家自然科学基金区域创新发展联合基金课题，国家级，主持

[4]低碳多能源微网弹性运行能量优化管理技术，中国科学技术交流中心政府间国际科技创新合作子课题，国家级，主持

[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

[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

[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

奖励情况：

荣获山东省科学技术二等奖、中国电工技术学会科技进步二等奖、电力科技创新二等奖、机械工业科学技术二等奖、中国电工技术学会科技进步三等奖等多项奖励

招生类型：

博士生导师、硕士生导师，学术型、专业型