School of Electrical and Information Engineering
Associate professor
legendglj99@tju.edu.cn
615, Building 26D, Tianjin University, No. 92, Weijin Road, Nankai District, Tianjin
300072
Ge Leijiao, male, associate professor, doctoral supervisor, mainly engaged in research on intelligent distribution network situational awareness, rail transit power supply system state perception, new energy grid integration optimization control technology, artificial intelligence empowering microgrids/distribution networks, etc. Selected as a National Major Project Young Scientist by the Ministry of Science and Technology, a Flying Scholar in Gansu Province, a leading talent of "Longcheng Talents" in Jiangsu Province, an outstanding young energy technology worker by the China Energy Research Association, and one of the top 2% global scientists by Elsevier; Currently serving as a Senior Member of IEEE, a member of the Standardization Technical Committee for Grid Connection of Microgrids and Distributed Sources (SAC/TC564), a member of the Renewable Energy Grid Connection Special Committee of the China Renewable Energy Society, a member of the Power System Simulation Special Committee of the China Simulation Society, a member of the Youth Expert Committee of the China Machinery Industry Safety and Health Association, a Senior Member of the China Electrical Engineering Society, a Senior Member of the China Electrotechnical Society, a Senior Member of the China Instrument and Meter Society, and a Senior Member of the China Energy Research Association; As the first/corresponding author, I have published 67 papers in top SCI journals such as IEEE TSG and TPWRS (19 IEEE Transactions papers, 39 SCI papers above Zone 1/2, 4 highly cited Top 1% papers, and 3 hot topic Top 0.1% papers), authored 5 Chinese and English monographs (2 English monographs), written 6 international and domestic industry standards, and authorized 67 international and domestic invention patents. Has won 25 provincial, ministerial, and first level scientific and technological awards, including 1 second prize for scientific and technological progress in Tianjin as the first person to complete, and 1 first prize for energy innovation (technological innovation) from the China Energy Research Association; As the project leader, responsible for 65 national, provincial, and ministerial level scientific research projects and enterprise technology projects, including the National Science and Technology Innovation 2030 "New Generation Artificial Intelligence" National Major Project Youth Scientist Project, National Natural Science Foundation General Project and Youth Project, National Key R&D Program Sub Project, National Defense and Military Industry Project, National Development and Reform Commission Project, Tianjin Natural Science Foundation Key Project, etc; Served as an editorial board member for SCI journals such as "Information Processing in Agriculture", "Renewable Energy", "Power Capacitors and Reactive Power Compensation", "Power System Protection and Control", "China Electric Power", "Power Construction", and "Southern Power Grid Technology" for 18 academic part-time positions; I have served as the chief editor for 17 special issues on "Intelligent Distribution Network" in well-known domestic and foreign journals such as IEEE Transaction on Industry Application, IET Energy Systems Integration, IET Generation Transmission and Distribution, and High Voltage Technology; He is the chairman of the 5th ICEPT International Conference on Power and Energy Technology, and has given over 30 invited presentations at conferences such as the "China International Conference on New Energy Storage Technologies and Engineering Applications" and the "China Academic Frontier and Knowledge Information Service Series Lectures".
- Doctoral degree| Tianjin University| 2016
- Intelligent allocation of large data cloud computing technology
- Artificial Intelligence Empowered Microgrid/Distribution Network
- Intelligent allocation of big data cloud computing technology
- Intelligent allocation of large data cloud computing technology
- 2021年 IEEE Senior Member(Member Number:92823399)
- 2022年 中国电机工程学会高级会员
- 2023年 入选国家科技部重大项目青年科学家
- 2023年 中国能源研究会能源创新奖优秀青年能源科技工作者
- 2024年 入选爱斯维尔全球前2%顶尖科学家
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2022.10-2023.10
Principal's Office, Party Committee Office | Tianjin University  -
2021.7-Now
Power System and Automation | School of Electrical Automation and information engineering, Tianjin University  -
2016.11-2021.6
Power System and Automation | School of Electrical Automation and information engineering, Tianjin University 
- Papers
- [1] Leijiao Ge*, Bohan Zhang, Wentao Huang, Yuanzheng Li*, Luyang Hou, Jianbo Xiao, Zimu Mao, Xiaoping Li. A review of hydrogen generation, storage and application in power system[J]. Journal of Energy Storage, 2024,75: 109307. (SCI二区,Q1,IF9.8 ESI 1%高被引论文、0.1%热点论文)
- [2] Leijiao Ge*, Hangxu Liu, Jun Yan, Bing Sun*, Yuanzheng Li, Luyang Hou. A novel distributed PV data virtual collection with continuous-binary denoising auto-encoders[J]. IEEE Transactions on Smart Grid, 2024,15(1):1152-1164. (SCI一区, Q1, Top 期刊, IF 9.6)
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- [3] Leijiao Ge*, Jingjing Li, Luyang Hou, Jingang Lai. Autonomous voltage regulation for smart distribution network with high-proportion PVs: a graph meta-reinforcement learning approach[J]. IEEE Transactions on Sustainable Energy, 2025, Early Access. (SCI一区, Q1, Top 期刊, IF 8.8)
- [4] Leijiao Ge, Hangxu Liu, Jun Yan, Xinshan Zhu*, Shuai Zhang, Yuanzheng Li. Optimal Integrated Energy System Planning with DG Uncertainty Affine Model and Carbon Emissions Charges[J]. IEEE Transactions on Sustainable Energy, 2022, 13(2): 905-918. (SCI一区, Q1, Top 期刊, IF 8.8)
- [5] Leijiao Ge*, Hangxu Liu, Jun Yan, Yuanzheng Li, Jiaan Zhang. A virtual data collection model of distributed PVs considering spatio-temporal coupling and affine optimization reference[J]. IEEE Transactions on Power Systems, 2023, 38(4): 3939-3951. (SCI一区, Q1, Top 期刊, IF 6.6)
- [6] Leijiao Ge*, Tianshuo Du, Zhengyang Xu, Luyang Hou, Jun Yan, Yuanliang Li. A dault diagnosis method for smart meters via two-layer stacking ensemble optimization and data augmentation[J]. Journal of Modern Power Systems and Clean Energy, 2024, 12(4): 1272-1284. (SCI一区, Q1, IF 6.3)
- [7] Leijiao Ge*, Yuanliang Li, Jun Yan, Yuanliang Li, Jiaan Zhang, Xiaohui Li. Multivariate two-stage adaptive-stacking prediction of regional integrated energy system[J]. Journal of Modern Power Systems and Clean Energy, 2023, 11(5):1462-1479. (SCI 一区, Q1, IF 6.3)
- [8] Leijiao Ge*, YuanLiang Li, Jun Yan, Yuqian Wang, Na Zhang. Short-term load prediction of integrated energy system with wavelet neural network model based on improved particle swarm optimization and chaos optimization algorithm[J]. Journal of Modern Power Systems and Clean Energy, 2021, 9(6): 1490-1499. (SCI一区, Q1, IF 6.3)
- [9] Leijiao Ge, Yiming Xian*, Jun Yan, Bo Wang, Zhongguan Wang. A hybrid method for short-term PV output forecast based on PCA-GWO-GRNN[J]. Journal of Modern Power Systems and Clean Energy, 2020, 8(6): 1268-1275. (SCI 一区, Q1, IF 6.3)
- [10] Leijiao Ge, Yiming Xian*, Zhongguan Wang, Bo Gao, Fujian Chi, Kuo Sun. Short-term load forecasting of regional distribution network based on generalized regression neural network optimized by grey wolf optimization algorithm[J]. CSEE Journal of Power and Energy Systems, 2021, 7(5): 1093-1101. (SCI 二区 Q1, IF 7.1)
- [11] Leijiao Ge, Yu Qi, Yingjun Guo*, Luyang Hou, Haowang, Jianlong Zhao, Yue Zhuo, Yuning Wang, Hexu Sun. Time-delay correction strategy for parallel virtual synchronous generators control in weak grids[J]. CSEE Journal of Energy Power Systems, 2025, Accepted. ( SCI 二区,Q1, IF 7.1)
- [12] Leijiao Ge*, Zhicheng Gu, Jun Yan, Yuanzheng Li, Jiaan Zhang, Xiaohui Li. Optimal interaction strategy for vehicle-to-grid based on interval uncertainty model[J]. CSEE Journal of Power and Energy Systems, ,2023,1-10. (SCI 二区,Q1, IF 7.1)
- [13] Leijiao Ge, Jiaheng Liu, Zhongguan Wang*, Jun Yan, Muhammad Umer Rafiq. Optimal configuration of an off-grid hybrid renewable energy system with PV/wind/hydrogen/cooling[J]. CSEE Journal of Power and Energy Systems, 2022,: 1-12. (SCI 二区,Q1, IF 7.1)
- [14] Leijiao Ge*, Jingjing Li, Tianshuo Du, Luyang Hou. Double-layer optimization for electricity theft detection considering data incompleteness and intra-class imbalance [J]. International Journal of Electrical Power and Energy Systems, 2025, 165:110461. (SCI二区, Q1, IF 5.0)
- [15] Leijiao Ge*, Yuanliang Li, Yuanliang Li, Jun Yan, Yonghui Sun. Smart distribution network situation awareness for high-quality operation and maintenance: a brief review[J]. Energies, 2022, 15(3): 828.(ESI 1%高被引论文、0.1%热点论文)
- [16] Leijiao Ge, Tianshuo Du, Changlu Li*, Yuanliang Li, Jun Yan, Muhammad Umer Rafiq. Virtual collection for distributed photovoltaic data: challenges, methodologies, and applications[J]. Energies, 2022, 15(23): 8783. (ESI 1%高被引论文、0.1%热点论文)
- [17] 葛磊蛟,李京京. 先进计量基础设施下人工智能驱动的窃电检测方法综述[J]. 中国电机工程学报, 2025, 网络首发.(高水平论文)
- [18] 葛磊蛟,杜天硕,孙冰*. 分布式光伏功率数据的IMOWOA和LightGBM混合虚拟采集方法[J]. 中国电机工程学报, 2024, 44(03): 1035-1047. (高水平论文)
- [19] 葛磊蛟,廖文龙,王煜森,等. 数据不足条件下基于改进自动编码器的变压器故障数据增强方法[J]. 电工技术学报, 2021, 36(S1): 84-94.(高水平论文)
- Books
- [1] Leijiao Ge, Yuanzheng Li. Smart Power Distribution Network Situation Awareness, Planning, and Operation[M]. Springer, 2023.
- [2] Leijiao Ge, Jun Yan, Yonghui Sun, Zhongguan Wang. Situation Awareness for Smart Distribution Systems[M]. Energies, 2022.
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- [3] Chunqiu Xia, Qiang Yang, Le Jiang, Leijiao Ge, Wei Li, Albert Y. Zomaya. Power Restoration Approach for Resilient Active Distribution Networks in the Presence of a Large-scale Power Blackout--Energy Internet[M]. Springer, Cham, 2020.
- [4] 葛磊蛟(主编),李昌禄,刘高华,苏寒松. 电子系统工程设计与实践[M]. 大连东软电子出版社有限公司, 2023.
- [5] 李昌禄,刘高华,葛磊蛟(主编),等. 单片机工程应用基础[M]. 北京理工大学出版社,2024.
- [6] Liu Cong, Ge Leijiao, Chi Fujian Overall planning and management of integrated pipe rack and power cable [M] China Electric Power Press, 2018
- [7] Chunqiu Xia, Qiang Yang, Le Jiang, Leijiao Ge, Wei Li, Albert Y. Zomaya. Power Restoration Approach for Resilient Active Distribution Networks in the Presence of a Large-scale Power Blackout--Energy Internet[M]. Springer, Cham, 2020.
- [8] Shouxiang Wang, Leijiao Ge, Kai Wang, Lei Wu. Economic operation of microgrid under uncertainty-Energy management of distribution generation system[M]. InTechOpen, 2016.
- Patents
- [1] Leijiao Ge, Jingjing Li. Method for learning two-stage active emergency self-healing of microgrid cluster with knowledge-intelligence fusion and cooperation[P]. Luxembourg (Tianjin University), 2025.
- [2] Leijiao Ge, Tianshuo Du, Yuanliang Li. Multivariate two-stage adaptive stacking prediction method for regional integrated energy systems[P]. Federal (Tianjin University), 2024
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- [3] 葛磊蛟,杜天硕. 一种考虑参考电站优化的分布式光伏功率虚拟采集方法. 天津大学. 授权号:ZL202410389240.9
- [4] 葛磊蛟, 顾志成. 一种基于区间约束的电动汽车充放电优化调度方法. 天津大学. 授权号:ZL202210550038.0
- [5] 葛磊蛟. 基于GWO-WNN的分布式光伏功率数据虚拟采集方法. 天津大学. 授权号:ZL202111072726.2
- [6] 葛磊蛟,刘嘉恒. 一种离网风光氢冷能源系统优化配置方法. 天津大学. 授权号:ZL202110640714.9
- [7] 葛磊蛟.一种分布式光伏和电动汽车接入不确定性的配电台区容量方法.天津大学. 授权号:ZL201910065318.0
- [8] 葛磊蛟,汪宇倩. 配电网调度控制水平的二项系数法和多目标规划混合评估方法. 天津大学. 授权号: ZL201711436824.3
Recruitment Information: We are recruiting several graduate students (international students are welcome). Students who are interested in the research direction of the project team are welcome to join us. I hope you: 1) have strong English literature reading and writing skills; 2) Open minded, proactive, with a sense of teamwork; 3) Devote oneself to scientific research and love scientific research. At the same time, undergraduate students with good conditions are welcome to participate in the research work of the research group.
- Honors & Awards
- [1] First Prize of the Energy Innovation Award (Technological Innovation) of the China Energy Research Association in 2020, "Research and Application of High Reliable Power Supply Guarantee Technology System in Smart Cities Based on Data Driven", (Ranking: 1/10, First Completion Form of Tianjin Universi
- [2] Second Prize for Science and Technology Progress in Tianjin in 2020, "Key Technologies and Engineering Applications for High Quality Electric Power Supply Guarantee in the Pioneer City of the Energy Revolution", (Ranking: 1/8, First Completed Unit of Tianjin University)
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- [3] Second Prize of China Electric Power Construction Science and Technology Progress Award in 2020, "High Quality Power Supply Guarantee Technology and Engineering Application in Energy Pioneer Cities", (Ranking: 1/10)
- [4] Second Prize for Technological Invention in Tianjin in 2021, "Optimal Control Technology for Photovoltaic Refrigeration Systems", (Ranking: 2/8, First Completed Unit of Tianjin University)
- [5] The second prize of Tianjin Science and Technology Progress Award in 2022, "Collaborative planning and control technology and application of new energy power systems for low-carbon and safe development", (ranking: 2/8)
- [6] "Second Prize of Tianjin Science and Technology Progress Award in 2020," User Side Integrated Energy Access Design, Optimized Control Technology, and Engineering Applications to Meet Multiple Needs ", (Ranking: 2/8)
- [7] Second Prize of Tianjin Science and Technology Progress Award in 2018, "Electric Vehicle Charging and Switching Facility Planning, Control, and Operation Technology and Engineering Application", (Ranking: 2/8)
- [8] In 2022, the second prize of the Science and Technology Progress Award of the Chinese Electrotechnical Society, "Collaborative Planning and Active Support Control of New Energy Power Systems", (ranking 2/10, the first completed unit of Tianjin University)
- [9] The second prize of the Energy Innovation Award (Technological Innovation) of the China Energy Research Association in 2022, "Key Technologies and Applications for Global Perception and Self regulatory Control of Urban and Rural Low Carbon Power Grids", (Ranking: 2/10)
- [10] The second prize of the Science and Technology Innovation Award of the China Association for the Promotion of Science and Technology Industrialization in 2022, "Low carbon green regulation technology and application of high proportion new energy power systems", (ranking: 2/8)
- Research project
- [1] 2023.3-2027.2开放环境下异质微电网的群智协同主动安全调控理论与方法(No.2022ZD0116900)(科技创新2030国家重大专项青年科学家项目)
- [2] 2026.01-2029.12新型配电系统异构分布式资源群动态特性聚合与协调控制技术(No.52577130) (国家自然科学基金面上项目)
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- [3] 2023.01-2026.12面向多类型电力用户特性的智能配电网状态感知和自适应控制技术(No.52277118)(国家自然科学基金面上项目)
- [4] 2022.11-2026.10 海量电力用户多参量广域感知量测关键技术-计及新能源接入时频域宽动态、多特征量的高精准度电能计量技术(No. 2022YFB2403800) (国家重点研发计划项目子课题负责人)
- [5] 2019.01-2021.12 智能配电网态势感知时滞不确定性的区间仿射方法研究 (No.51807134)(国家自然科学基金青年基金项目,结题优秀)
- [6] 2022.10-2025.09面向多类型电力用户群体特性的中低压配电网无模型自适应控制技术研究(No. 22JCZDJC00660) 天津市自然科学基金多元投入重点项目 (省部级纵向项目)
- [7] 2024.1-2026.12支撑分布式新能源发展的发储用一体智能供用电单元技术研究与示范(No.202402AF080006) 云南省重大科技专项课题负责人(省部级纵向项目)
- [8] 2021.8-2022.12基于数据驱动和机理分析相结合的分布式光伏运维数据虚拟采集方法研究(No.SKLD21KM10) 电力系统及大型发电设备安全控制和仿真国家重点实验室面上基金(清华大学)(省部级纵向项目)
- [9] 2025.01-2026.12高比例分布式电源接入的配电系统电压宽频控制技术研究 南方电网科学研究院(横向重点项目)
- [10] 2024.10-2026.12面向电网互动调节的配电网与充电设施协同规划技术研究 广西电网有限责任公司(横向重点项目)