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, is mainly engaged in research on intelligent distribution network situation awareness, new energy grid connection optimization control technology, artificial intelligence enabling micro grid/distribution network, and intelligent distribution power big data cloud computing technology. Currently, he is a member of the IEEE Senior Member, the National Technical Committee for Standardization of Microgrid and Distributed Power Grid Connection (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, and a senior member of the China Electrotechnical Society Senior member of China Instrumentation Society, etc. Presided over 43 national level scientific research projects and enterprise science and technology projects such as the National Key Research and Development Plan for Young Scientists, the General/Young Programs of the National Natural Science Foundation of China, the National Defense and Military Industry, and the National Development and Reform Commission; More than 150 papers have been published, including 48 papers published by the first/corresponding author on top industry SCI journals such as IEEE Transactions on Power Systems, IEEE Transactions on Sustainable Energy, IEEE Transactions on Sustainable Computing, IEEE Transactions on Instrumentation and Measurement, ASC Nano, and 5 monographs (chapters) in both Chinese and English, Formulate/revise 6 international and domestic industry standards and specifications, authorize 30 national invention patents, and have successively won 24 provincial and ministerial awards, including one first prize of the Energy Innovation Award of the China Energy Research Association, one second prize of the Tianjin Science and Technology Progress Award, and one second prize of the China Electric Power Construction Science and Technology Progress Award. He is an editorial board member of Power Capacitors and Reactive Power Compensation, and a young editorial board member of the Journal of System Simulation.
- Doctoral degree| Tianjin University| 2016
- Master’s Degree| Hebei University of Technology| 2009
- Bachelor’s Degree| Beihua University| 2006
- Artificial Intelligence Empowered Microgrid/Distribution Network
- Intelligent allocation of big data cloud computing technology
- Optimized control technology for new energy grid connection
- Intelligent distribution network situation awareness
- (1) 2021-present IEEE Senior Member
(2) 2021 - Present Senior Member of China Instrumentation Society
(3) 2022 - Present Senior Member of China Electrical Engineering Society
(4) 2022 - Present Senior Member of China Electrotechnical Society
(5) 2018 - present Member of China Energy Research Association
(6) 2022 - Present Member of the Second National Standardization Technical Committee for Microgrid and Distributed Power Generation (SAC/TC564) - (16) 2022 - present Member of the Young Expert Group of the Journal Center of China Electric Power Research Institute Co., Ltd
(17) 2021 Special Issue Editor of IET Generation Transmission and Distribution titled 'Situational Awareness of Integrated Energy Systems'
(18) 2021 Special I-Situation Awareness of Smart Distribution Network, edited by Energy magazine - (19) Dynamic Analysis, Control, and Situation Awareness of Power Systems with High Pensions of Power Electronic Converters, special edition editor of IET Energy Systems Integration in 2022
(20) 2022 Special II Publication Awareness of Smart Distribution Network, edited by "Energies" special issue editor
(21) 2022 "Topics and applications of sustainable energy systems and smart power grids", special edition editor of Sustainability - (22) In 2022, the editor in chief of the special issue of "High Voltage Technology" titled "Artificial Intelligence Empowered Intelligent Distribution Network/Microgrid Optimization Operation Technology"
(23) 2021 "High Voltage Technology" special issue editor in chief "Intelligent Distribution Network State Estimation and Situation Awareness"
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2021.7-2023.4
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  -
2012.9-2016.6
Power System and Automation | School of Electrical Automation and information engineering, Tianjin University 
- Papers
- [1] 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, 2022, Early Access.
- [2] 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.
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- [3] Leijiao Ge*,Jiaheng Liu, Jun Yan, Muhammad Umer Rafiq. Improved Harris Hawks Optimization for Configuration of PV Intelligent Edge Terminals[J]. IEEE Transactions on Sustainable Computing, 2022, 7(3): 631-643.
- [4] Renhai Feng, Wanqi Yuan, Leijiao Ge*, Siyu Ji. Non-intrusive load disaggregation for residential users based on alternating optimization and downsampling[J]. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 9005312.
- [5] Xingzhen Bai, Feiyu Qin, Leijiao Ge*, Lin Zeng, Xinlei Zheng. Dynamic state estimation for synchronous generator with communication constraints: an improved regularized particle filter approach[J]. IEEE Transactions on Sustainable Computing, 2022, Early Access.
- [6] Zhipeng Shen, Jiebei Zhu*, Leijiao Ge*, Siqi Bu, Junbo Zhao, ChiYung Chung, Xialin Li, Chengshan Wang. Variable-inertia emulation control scheme for VSC-HVDC transmission systems[J]. IEEE Transactions on Power Systems, 2022, 37(1): 629-639.(SCI一区,Q1,Top期刊)
- [7] Yuan Zhou, Jieke Hao, Shuwei Huo, Boyu Wang, Leijiao Ge*, Sunyuan Kung. Automatic metric search for few-shot learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, Early Access. (SCI一区,Q1,Top期刊)
- [8] Yuanzheng Li, Xiao Ren, Zhixian Ni, Tianyang Zhao, Leijiao Ge*, Xi Li, Yunfeng Luo. Shared energy and reserve based coordinated operation between electric vehicle charging stations and distribution power network[J]. IEEE Transactions on Industry Applications, 2023, Early Access.
- [9] Zhihao Zhou, Lei Weng, Trinny Tat, Alberto Libanori, Zhiming Lin, Leijiao Ge*, Jin Yang*, Jun Chen*. Smart Insole for Robust Wearable Biomechanical Energy Harvesting in Harsh Environments[J]. ACS Nano ,2020, 14(10): 14126-14133. (SCI一区,Q1,Top期刊)
- [10] 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.
- [11] 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.
- [12] Leijiao Ge*, Yuanliang Li, Jun Yan, Yuanliang Li, Jiaan Zhang, Xiaohui Li. A multivariate two-stage adaptive-stacking prediction of regional integrated energy system[J]. Journal of Modern Power Systems and Clean Energy, 2022, Early Access.
- [13] 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.
- [14] 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, Early Access.
- [15] 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, 2022, Accepted.
- [16] Leijiao Ge, Jiaheng Liu, Xinshan Zhu*, Changli Shi. Short-term load forecasting of the integrated energy system considering the peak-valley of load correlations[J]. IET Generation Transmission and Distribution, 2022, 16(14): 2791-2804.
- [17] Leijiao Ge, YuanLiang Li, Suxuan Li*, Jiebei Zhu, Jun Yan. Evaluation on the situation awareness effects for smart distribution networks under the novel design of indicator framework and hybrid weighting method[J]. Frontiers in Energy, 2021,15(1): 143-158.
- [18] Leijiao Ge*, Jiaheng Liu, Bo Wang, Yue Zhou, Jun Yan, Ming Wang. Improved adaptive gray wolf genetic algorithm for low-cost and high reliability of photovoltaic intelligent edge terminal optimal configuration[J]. Computer and Electrical Engineering, 2021, 95: 107394.
- [19] Leijiao Ge, Yuanliang Li, Xinshan Zhu*, Yue Zhou, Ting Wang, Jun Yan. An evaluation system for HVDC protection systems by a novel indicator framework and self-learning combination method[J]. IEEE Access, 2020, 8: 152053-152070.
- [20] Leijiao Ge, Wenlong Liao*, Shouxiang Wang, Birgitte Bak Jensen, Jayakrishnan Radhakrishna Pillai. Modeling daily load profiles of distribution network for scenario generation using flow-based generative network[J]. IEEE Access, 2020, 8: 77587-77597.
- [21] Leijiao Ge, Zhaoshan Song, Xiandong Xu*, Xingzhen Bai, Jun Yan. Dynamic networking of islanded regional multi-microgrid networks based on graph theory and multi-objective evolutionary optimization [J]. International Transactions on Electrical Energy Systems, 2021, 31(1): e12687.
- [22] 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.
- [23] Leijiao Ge*, Jun Yan, Yonghui Sun, Zhongguan Wang. Situational awareness for smart distribution systems[J]. Energies, 2022, 15(11):4164.
- [24] Leijiao Ge, Shuai Zhang*, Xingzhen Bai, Jun Yan, Changli Shi, Tongzhen Wei. Optimal capacity allocation of energy storage system considering uncertainty of load and wind generation[J]. Mathematical Problems in Engineering, 2020,(10):1-11.
- [25] 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.
- [26] Shouxiang Wang, Leijiao Ge*, Shengxia Cai,Lei WU. Hybrid interval AHP-entropy method for electricity user evaluation in smart electricity utilization[J]. Journal of Modern Power Systems and Clean Energy, 2018,6(4): 701-711.
- [27] Zhongguan Wang, Leijiao Ge*, Jinjin Ding, Weidu Gu. Distributed newton-based voltage control method for high-penetration PV generation cluster in active distribution networks [J]. IET Renewable Power Generation, 2020,14(11): 1904-1911.
- [28] Yuqian Wang, Leijiao Ge*, Na Zhang. Hybrid Evaluation Method for Dispatching Control Level of Smart Distribution Network[J]. Journal of Electrical Engineering and Technology, 2019, 14(6): 2263-2275.
- [29] Shouxiang Wang, Leijiao Ge*, Shengxia Cai,Dong Zhang. An improved interval AHP method for assessment of cloud platform based electrical safety monitoring system[J]. Journal of Electrical Engineering and Technology, 2017,12(2): 959-968.
- [30] Fang Yao, Mingwei Li, Leijiao Ge*, Wenlong Liao, Kody Powell. An accurate offline measurement method of d-q axis inductance of PMSM: Two-line-same-phase AC standstill measurement[J]. Journal of Power Electronics, 2023, Accepted.
- [31] Bing Sun, Jiahao Chen, Leijiao Ge*, Yuan Zeng, Gang Liang, Wenlong Liao. A fast island partition method of distribution network with energy storage based on electricity sufficiency and power balance information[J]. CSEE Journal of Power and Energy Systems, 2022, Accepted.
- [32] Xialin Li, Pengfei Li, Leijiao Ge*, Xunyang Wang, Zhiwang Li, Lin Zhu, Li Guo, Chengshan Wang. A unified control of bi-directional DC-DC converter based super-capacitor system for power smoothing in DC microgrid[J]. Journal of Modern Power Systems and Clean Energy, 2022, Early Access.
- [33] Yonghui Sun, Bowen Zhang, Leijiao Ge*, Denis Sidorov, Jianxi Wang, Zhou Xu. Day-ahead optimization schedule for gas-electric integrated energy system based on second-order cone programming[J]. CSEE Journal of Power and Energy Systems, 2020, 6(1): 142-151. (SCI 二区, Q2)
- [34] Jidong Wang, Naixing Ye, Leijiao Ge*. Steady-state power quality synthetic evaluation based on triangular fuzzy BW method and interval VIKOR method[J]. Applied Science-Basel, 2020, 10(8): 2839-2849.
- [35] Zhichao Zhou, Chengshan Wang, Leijiao Ge*. Operation of stand-alone microgrids considering the load following of biomass power plants and the power curtailment control optimization of wind turbines[J]. IEEE Access, 2019, 7: 186115-186125.
- [36] Xingzhen Bai, Liting Dong, Leijiao Ge*, Hongxiang Xu, Jinchang Zhang, Jun Yan. Robust localization of mobile robot in industrial environments with non-line-of-sight situation [J]. IEEE Access, 2020,8:22537-22545.
- [37] Qinglin Meng, Guoqiang Zu*, Leijiao Ge*, Shengwei Li, Liang Xu, Rui Wang, Kecheng He, Shangting Jin. Dispatching strategy of park-level integrated energy system based on low-carbon and flexible supply[J]. Applied Science-Basel, 2022, Accepted.
- [38] Xingzhen Bai, Xinlei Zheng, Leijiao Ge*, Feiyu Qin, Yuanliang Li. Event-triggered forecasting-aided state estimation for active distribution system with distributed generations[J]. Frontiers in Energy Research, 2021, 9: 707183.
- [39] Jiaan Zhang, Chenyu Liu*, Leijiao Ge*. Short-term load forecasting model of electric vehicle charging load based on MCCNN-TCN[J]. Energies, 2022, 15(7): 2633.
- [40] Dahu Li, Xiaoda Cheng, Leijiao Ge*, Wentao Huang*, Jun He, Zhongwei He. Multiple power supply capacity planning research for new power system based on situation awareness[J]. Energies, 2022, 15(7): 2745.
- [41] Qiang Yang, Weijie Hao, Leijiao Ge*, Wei Ruan, Fujian Chi. FARIMA model-based communication traffic anomaly detection in intelligent electric power substations[J]. IET Cyber-Physical Systems:Theory and Applicaitons, 2019, 4(1):22-29.
- [42] Muying Wu, Xiaopeng Li, Leijiao Ge*, Helei Dong, Shihui Yu, Lingxia Li. Enhanced dielectric tunable performance of Bi1.5Zn1.0Nb1.5O7/BaTi0.85Sn0.15O3 hetero-layer thin films[J]. Ceramics International,2019,45(5):6509-6513.
- [43] Bing Sun, Ruipeng Jing, Yuan Zeng, Leijiao Ge*, Shimeng Dong. Distributed optimal dispatching method of smart distribution network considering integrated energy microgrid with multiple grid-connected points[J]. IET Energy Systems Integration, 2022, Accepted.
- [44] Guoxuan Qin, Lin Yang, Shihui Yu*, Muying Wu, Leijiao Ge*, Xiaohu Wang. Effect of structural design on the electrical, optical and mechanical properties of flexible BaSnO3-Ag composite thin films[J]. Materials Science in Semiconductor Processing, 2020, 117: 1-8.
- [45] Yifan Li, Shan Wu, Quanan Yang, Guanzheng Liu, Leijiao Ge*. Application of the variance delay fuzzy approximate entropy for autonomic nervous system fluctuation analysis in obstructive sleep apnea patients[J]. Entropy, 2020, 22(9): 915.
- [46] Xiuwu Liu, Xiaoyuan Cui, Yuxing Wang, Shijie Zhu, Jilin Cao, Leijiao Ge*. Capturing Carbon Dioxide on the Wet SBA-15 Mesoporous Molecular Sieves with Different Surfactants[J]. Journal of Chemical & Engineering Data, 2020, 65(11): 5476-5482.
- [47] Shihui Yu, Wentao Lou, Chunmei Zhang, Muying Wu, Leijiao Ge*, Helei Dong, Lingxia Li. (1 1 0)-textured Basn0.15Ti0.85O3/Ba0.6Sr0.4TiO3/BaZr0.2Ti0.8O3 multilayers with enhanced tunable performance[J]. Journal of Alloys and Compounds, 2019, 781: 689-695.
- [48] Lingshuo Zong, Lin Yan, Shaofei Zhang, Qi Sun, Zhijia Zhang, Leijiao Ge*, Jianli Kang*. Flexible SnS2/CNTs/porprous Cu tube textile anode for enhanced sodium-ion batteries[J]. Electrochimica Acta, 2021,396: 139243.
- [49] Bo Wang, Fuqi Ma, Leijiao Ge, Hengrui Ma, Hongxia Wang, Mohamed A. Mohamed. Icing-edgenet: a pruning lightweight edge intelligent method of discriminative driving channel for ice thickness of transmission lines[J]. IEEE Transactions on Instrumentation & Measurement, 2020, 70: 2501412.(Q1,ESI 1%高被引论文、热点论文).
- [50] Wenlong Liao, Leijiao Ge, Bak-Jensen Birgitte, Pillai Jayakrishnan Radhakrishna, Yang Zhe. Scenario prediction for power loads using a pixel convolutional neural network and an optimization strategy[J]. Energy Reports, 2022, 8: 6659-6671.
- [51] Yuanzheng Li, Shangyang He, Yang Li, Leijiao Ge, Suhua Lou, Zhigang Zeng. Probabilistic charging power forecast of EVCS: reinforcement learning assisted deep learning approach[J]. IEEE Transactions on Intelligent Vehicles, 2023, 8(1): 344-357.
- [52] Yuanzheng Li, Chaofan Yu, Yun Liu, Zhixian Ni, Leijiao Ge, Xi Li. Collaborative operation between power network and hydrogen fueling stations with peer-to-peer energy trading[J]. IEEE Transactions on Transportation Electrification, 2023, 9(1): 1521-1540. (SCI一区,Q1,Top期刊)
- [53] Luyang Hou*, Jun Yan, Chun Wang, Leijiao Ge. A simultaneous multi-round auction design for scheduling multiple charges of battery electric vehicles on highways[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 7(23): 8024-8036. (SCI一区,Q1,Top期刊)
- [54] Feng Niu, Xiaoyan Huang, Leijiao Ge,Jian Zhang ,Lijian Wu , Yao Wang , Kui Li , Youtong Fang. A simple and practical duty cycle modulated direct torque control for permanent magnet synchronous motors[J]. IEEE Transactions on Power Electronics, 2019, 34(2): 1572-1579. (SCI 一区,Q1,Top期刊)
- [55] Shouxiang Wang, Sijia Chen, Leijiao Ge,Lei Wu. Distributed generation hosting capacity evaluation for distribution systems considering the robust optimal operation of OLTC and SVC[J]. IEEE Transactions on Sustainable Energy, 2016, 7(3): 1111-1123.(SCI 一区, Q1,Top期刊)
- [56] Shouxiang Wang, Xingyou Zhang, Leijiao Ge, Lei Wu. 2-D wind speed statistical model for reliability assessment of microgrid[J]. IEEE Transactions on Sustainable Energy,2016,7(3): 1159-1169.(SCI 一区, Q1,Top期刊)
- [57] Qiang Lin, Liyuan Liu, Ming Yuan*, Leijiao Ge, Yihan Wang, Ming Zhang. Choice of the distributed photovoltaic power generation operating mode for a manufacturing enterprise: Surrounding users vs a power grid[J]. Journal of Cleaner Production, 2021, (293): 126199. (SCI一区,Q1,Top期刊)
- [58] Xingzhen Bai, Zhijing Zhang, Lu Liu, Xiaojun Zhai, John Panneerselvam, Leijiao Ge. Enhancing Localization of Mobile Robots in Distributed Sensor Environments for Reliable Proximity Service Applications[J]. IEEE Access, 2019, 7: 28826-28834.
- [59] Shihui Yu, Rongchuang Liu, Leijiao Ge,Le Zhao, Lingxia Li, Chunmei Zhang, Haoran Zheng, Yongtao Sun. High tunability in (110)-oriented BaZr0.2Ti0.8O3(BTZ) lead-free thin films fabricated by pulsed laser deposition[J]. Ceramics International,2018,44(3): 3005-3008.(Q1, Top期刊)
- [60] Muying Wu, Shihui Yu, Yongtao Sun,Leijiao Ge. Highly performance of flexible transparent conductive Cu-based ZnO multilayer thin films via BS barrier layer[J]. Ceramics International, 2018, 44(12): 14318-14322.(Q1, Top期刊)
- [61] Gang Liang, Bing Sun*, Yuan Zeng, Leijiao Ge, Yunfei Li, Yu Wang. An optimal allocation method of distributed PV and energy storage considering moderate curtailment measure[J]. Energies, 2022, 15(20): 7690.
- [62] Yu Tang, Xiang Liu, Zhe Shi, Leijiao Ge, Lin Jiang. A frequency-doubling modulation method for LLC with optimizing thermal balance of power switches[J]. International Journal of Circuit Theory and Applications, 2023, Early Access.
- [63] Yao Wang, Cuiyan Bai, Xiaopeng Qian, Wanting Liu, Chen Zhu, Leijiao Ge. A DC serial arc fault detection method based on a lightweight convolutional neural network used in photovoltaic system[J]. Energies, 2022, 15(8): 2877.
- [64] Shouxiang Wang, Dong Liang, Leijiao Ge, Lei Wu . PQ decoupled 3-phase numerical observability analysis and critical data identification for distribution systems[J]. International Transaction on Electrical Energy Systems, 2017, 27:1-12.
- [65] Shouxiang Wang, Dong Liang, Leijiao Ge, Xudong Wang. Analytical FRTU deployment approach for reliability improvement of integrated cyber-physical distribution systems[J]. IET Generation, Transmission and Distribution, 2016, 10(11): 2631-2639.
- [66] Shouxiang Wang, Xiguang Fan, Liang Han, Leijiao Ge . Improved interval optimization method based on differential evolution for microgrid economic dispatch[J]. Electric Power Components and Systems, 2015, 43(16): 1882-1890.
- [67] Yanbo Che, Wen Zhang, Leijiao Ge,Jijie Zhang . A two-stage wind grid inverter with boost converter[J]. Journal of Applied Mathematics, 2014,2014:1-5.
- [68] Ge Leijiao, Du Tianshuo, Sun Bing * A Hybrid Virtual Acquisition Method for Distributed Photovoltaic Power Data Using IMOWOA and LightGBM [J] Chinese Journal of Electrical Engineering, 2022, first published online
- [69] Feng Renhai, Yuan Wanqi, Ge Leijiao * Non intrusive load monitoring method for residential users based on graph signal alternation optimization [J] Chinese Journal of Electrical Engineering, 2022, 42 (2): 1355-1365
- [70] Huang Wentao, Roger, Ge Leijiao, He Jun, He Zhongwei, Wang Xinzhi A Generalized Economic Dispatching Strategy Considering the Combination of Flexible Carbon Capture Power Plants and Pumped Storage Energy [J] Chinese Journal of Electrical Engineering, 2022, first published online
- [71] 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.
- [72] Ge Leijiao, Wang Shouxiang, Wang Yao, et al. Multisource heterogeneous intelligent power distribution data storage and processing technology [J]. Journal of Electrical Technology, 2015, 30 (S2): 159-168
- [73] Cui Qingxue, Li Xialin, Ge Leijiao, et al Node voltage safety analysis of wind power distribution networks with time delays [J] Journal of Electrical Technology, 2022, first online release
- [74] Liu Jiaheng, Zhang Ming, Ge Leijiao, et al An optimized configuration method for photovoltaic intelligent edge terminals based on improved coyote optimization algorithm [J] Journal of Electrical Technology, 2021, 36 (7): 1368-1379
- [75] Ge Leijiao, Cao Zhibo New Ideas for Undergraduate Design of Electric Power Systems and Automation Faced with the ubiquitous Internet of Things [J] Education Modernization, 2020, 83:73-76 (Teaching Reform Thesis)
- [76] Ge Leijiao, Li Shangze, Wang Yao A New Model for Undergraduate Graduation Design of Electrical Engineering under the Condition of New Engineering [J] Contemporary Education Practice and Teaching Research, 2020 (09): 49-51. (Teaching Reform Thesis)
- [77] Ge Leijiao, Liu Hangxu, Sun Yonghui, et al Overview of Accurate Sensing Technology for Multiple Power User Group Characteristics in Intelligent Distribution Networks [J] Power System Automation, 2023, Accepted
- [78] Ge Leijiao, Zhao Kang, Sun Yonghui, et al Short term load forecasting for distribution networks based on a combination of twin networks and long and short term memory networks [J] Power System Automation, 2021, 45 (23): 41-50
- [79] Ge Lei Jiao *, Liu Hangxu, Zhao Kang, et al HGWOCOA-LSTM method for short-term load forecasting of distribution networks for mixed business and residential use [J] Journal of Tianjin University (Natural Science and Engineering Technology Edition), 2021, 54 (12): 1269-1279
- [80] Ge Lei Jiao *, Li Yuanliang, Chen Yanbo, et al Key technologies and implementation effect evaluation of intelligent distribution network situational awareness [J] High Voltage Technology, 2021, 47 (7): 2269-2280
- [81] Ge Lei Jiao *, Qin Yufei, Liu Jiaheng, et al A distributed photovoltaic data virtual collection method based on the combination of similar days and BA-WNN [J] Power Automation Equipment, 2021, 41 (06): 8-16
- [82] Ge Lei Jiao *, Li Yuanliang, Wang Yuqian Comprehensive evaluation model for the implementation effect of intelligent distribution network situational awareness [J] Journal of Tianjin University (Natural Science and Engineering Technology Edition), 2020, 53 (11): 1101-1111
- [83] Ge Leijiao, Wang Shouxiang, Qu Haini Design of Intelligent Power Big Data Storage Architecture [J] Electric Power Automation Equipment, 2016, 36 (06): 194-202. (EI: 20162602544248)
- [84] Ge Leijiao, Wang Shouxiang, Zhang Ming, et al User energy management and service platform under intelligent power consumption conditions [J] Power Automation Equipment, 2015, 35 (3): 152-156 (EI:20151300692092)
- [85] Wang Jidong, Gu Zhicheng, Ge Leijiao, et al Analysis of distribution network load clustering characteristics by combining improved firefly algorithm and K-means algorithm [J] Journal of Tianjin University (Natural Science and Engineering Technology Edition), 2023, first published online
- [86] Huang Wentao, Deng Minghui, Ge Leijiao, et al Optimization strategy for hydrogen production and refueling station layout considering the coupling effect of distribution network and hydrogen fueled vehicles [J] High voltage technology, 2022, network debut
- [87] Feng Renhai, Chang Yanyan, Ge Leijiao, et al Linear iterative positioning algorithm based on visible light portable communication [J] Journal of Tianjin University (Natural Science and Engineering Technology Edition), 2021, 54 (04): 411-417
- [88] Che Yanbo, Yu Shuyan, Ge Leijiao * Distribution Network Fault Location Model Based on RS-IA Data Mining [J] Power Automation Equipment, 2017, 37 (5): 122-128
- [89] Liu Kexue, Lv Chen, Ge Leijiao, et al Electromagnetic Transient Output Prediction of Photovoltaic Power Supply Based on Least Squares Method [J] Journal of Hunan University (Natural Science Edition), 2019, 46 (08): 81-90
- [90] 邓斌, 张楠, 王江, 葛磊蛟*. 基于LTC-RNN模型的中长期电力负荷预测方法[J]. 天津大学学报(自然科学与工程技术版), 2022, 55(10): 1026-1033.
- Books
- [1] Leijiao Ge, Jun Yan, Yonghui Sun, Zhongguan Wang. Situation Awareness for Smart Distribution Systems[M]. Energies, 2022.
- [2] 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.
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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] Liu Cong, Ge Leijiao, Chi Fujian Overall planning and management of integrated pipe rack and power cable [M] China Electric Power Press, 2018
- [5] 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] Ge Leijiao, Wang Yuqian. Binomial coefficient method and multi-objective programming hybrid evaluation method for distribution network dispatching control level. Tianjin University. Authorization number: ZL201711436824.3
- [2] Ge Leijiao, Liu Jiaheng. An optimal configuration method of off grid wind solar hydrogen cooling energy system. Tianjin University. Authorization number: ZL202110640714.9
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- [3] A distributed photovoltaic and electric vehicle access uncertainty distribution station area capacity method, invention patent, ZL201910065318.0
- [4] An energy efficiency evaluation method for user electrical equipment based on interval entropy weight method, invention patent, ZL20141033202.3
- [5] Microgrid reliability evaluation data sampling method based on pair-copula function, invention patent, ZL201410848222.9
- [6] An improved immune fast transmission algorithm for electric vehicle planning for urban distribution networks, invention patent, ZL201510038714.6
- [7] A capacitance compensation method for minimizing the active power loss of a distribution network throughout the day, invention patent, ZL201510224616.1
- [8] A capacitance compensation system that minimizes the active power loss of a distribution network throughout the day. Patent for invention: ZL201510224617.6
- [9] A highly reliable distribution network contact point planning method, invention patent, ZL201510471438.2
- [10] A balanced scorecard method for evaluating the comprehensive benefits of user energy, invention patent, ZL201510591396.6
- [11] Method and device for optimal allocation of regional cooling, heating, and power integrated energy based on graph theory, invention patent, ZL201610824834.3
- [12] 基于区间层次分析法的智能配电网调度控制效果评估方法,发明专利,ZL201711062619.5
- [13] Patent for a method of improving the utilization rate of new energy in power systems and minimizing the cost of power generation, ZL201810240523.1
- [14] A method for coordinating and optimizing the three aspects of power grid load, invention patent, ZL201810240522.7
- [15] A dynamic demand response method for regional power grids containing new energy and temperature controlled loads, invention patent, ZL201810390079.1
- [16] A health trend prediction method for intelligent electric energy meters based on GM (1,1), invention patent, ZL201811213106.4
- [17] An online monitoring device for measuring accuracy of digital energy meters, invention patent, ZL201811345426.5
- [18] A short-term photovoltaic output power prediction method based on SOA-WNN, invention patent, ZL201811072221.4
- [19] A big data clustering analysis method for optimal inclination of fixed photovoltaic power generation systems, invention patent, ZL201810425988.4
- [20] Node sensitivity analysis method for power quality management of distributed photovoltaic access distribution network, invention patent, ZL201810947951.8
- [21] Comprehensive evaluation method for communication security between electronic transformer and substation master station system, invention patent, ZL201811115248.7
- [22] A short-term load forecasting method for regional distribution networks, invention patent, ZL202010964182. X
- [23] AHP-ANN based security evaluation method for information exchange of distribution automation master station, invention patent, ZL201811154195. X
- [24] An evaluation method for batch operation status of intelligent electric energy meters, invention patent, ZL201910781974.0
- [25] An optimized layout method for photovoltaic intelligent edge terminals, invention patent, ZL202010724508.1
- [26] A distributed photovoltaic power station power data virtual collection method, invention patent, ZL202011034270.6
- [27] A virtual acquisition method for active power of distributed photovoltaic power stations based on ICOA-BPNN, invention patent, ZL202010806864.8
- [28] A distributed photovoltaic data virtual collection method, invention patent, ZL202010693864.1
- [29] A distributed photovoltaic power station operation and maintenance data transmission method, invention patent, ZL20201132400. X
- [30] A distributed photovoltaic power channel multiplexing data transmission method and system Invention patent, ZL202011324397.1
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] Third Prize of the Energy Innovation Award (Technological Innovation) of the China Energy Research Association in 2020, "User side integrated energy access design, optimized control technology, and engineering application to meet diverse needs", (Ranking: 1/7, the first completed unit of Tianjin
- [5] 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)
- [6] 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)
- [7] "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)
- [8] 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)
- [9] 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)
- [10] 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)
- [11] 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)
- [12] Third Prize for Science and Technology Progress in Tianjin in 2017, "Key Technology of Large Centralized Photovoltaic Power Station Project with Complementary Fishery and Solar Energy", (Ranking: 2/5
- [13] Third Prize of Science and Technology Progress Award of China Electrotechnical Society in 2022, "Key Technologies and Applications of Intelligent Sensing and Autonomous Regulation for Low Carbon Elastic Power Grid", (Ranking: 2/7)
- [14] Third Prize of China Electric Power Construction Science and Technology Progress Award in 2017, "Key Technology of Large Centralized Photovoltaic Power Station Project with Complementary Fishery and Photovoltaic Power", (Ranking: 2/6)
- [15] "2022 China Renewable Energy Society Second Prize for Science and Technology Progress (Technological Innovation)," New Energy Power System Source Storage Planning, Stability Control, and Power Quality Improvement Technology and Application ", (Ranking: 3/10, First Completed Unit of Tianjin Universit
- [16] Second Prize of China Electric Power Construction Science and Technology Progress Award in 2020, "Online Monitoring, Evaluation and Application of Electric Energy Metering Device Operation Status", (Ranking: 3/8)
- [17] Third Prize of China Electric Power Construction Science and Technology Progress Award in 2017, "Engineering Application of Regional Multi micro Grid Planning and Evaluation Technology", (Ranking: 3/6)
- [18] The second prize of Tianjin Science and Technology Progress Award in 2021, "Low carbon green regulation technology and application for power grid facing the" dual carbon "goal", (ranking: 4/8)
- [19] Third Prize of Tianjin Science and Technology Progress Award in 2015, "Key Technologies and Applications for New Energy Consumption in Urban Power Grid", (Ranking: 4/5)
- [20] "2021 Third Prize for Scientific and Technological Progress of the Chinese Electrotechnical Society," Several Technologies and Applications of Green Regulation of Electric Power Systems in the Context of Energy Transformation ", (Ranking: 4/7)
- [21] Second Prize of Beijing Science and Technology Progress Award in 2022, Key Technologies and Industrialized Applications of Digital Power Guarantee in the Capital Functional Core Area, (Ranking: 5/10)
- [22] The first prize of the Third Safety Science and Technology Progress Award of China Safety Production Association in 2022, "Key Technologies and Applications for Active Distribution Network Multisource Coordinated Control and Power Quality Improvement", (Ranking: 5/14)
- [23] "2022 Tianjin Science and Technology Progress Award," Urban Power Grid Operation Risk Assessment, Prevention and Control Technology and Application for Green and Low Carbon Development ", (Ranking: 6/8)
- [24] "2017 Tianjin Science and Technology Progress First Prize," Key Technologies and Applications for Active Distribution Network Power Quality Monitoring and High Quality Power Supply ", (Ranking: 9/12)
- Research project
- [1] 2023.3- February 2027, XXXX Heterogeneous Microgrid XXX, National Major Project Young Scientist, Project Leader
- [2] 2022.11-2026.10, Key Technology for Multiparameter Wide Area Perception Measurement of Massive Power Users - High Precision Electric Energy Measurement Technology Considering Wide Dynamic Time and Frequency Domain and Multiple Feature Quantities of New Energy Access, National Key R&D Plan Project
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- [3] 2023.01-2026.12, Intelligent Distribution Network State Sensing and Adaptive Control Technology for Multiple Types of Power Users, General Project of the National Natural Science Foundation of China, Project Leader
- [4] 2019.01-2021.12, Research on Interval Affine Method for Time Delay Uncertainty of Intelligent Distribution Network Situation Awareness, National Natural Science Foundation Youth Fund Project, Project Leader (Outstanding Conclusion)
- [5] 2020.01-2020.10, XXXX Research on Regional Energy Internet with High Energy Supply Reliability for XXX, Chinese People's Liberation Army 32654 Unit (National Vertical Project), Project Leader
- [6] March 2021.03- December 2021.12, Research on Key Technologies and Development Trends of Incremental Distribution Networks for the Dual Carbon Goals, Project Leader of the National Development and Reform Commission (National Vertical Project)
- [7] October 2022.10- September 2025.09, Research on Model Free Adaptive Control Technology for Medium and Low Voltage Distribution Networks Targeting the Characteristics of Multiple Types of Power User Groups, Tianjin Natural Science Foundation Multi investment Key Fund Project, Project Leader
- [8] 2021.08-2022.12, Research on distributed photovoltaic operation and maintenance data virtual acquisition method based on data driving and mechanism analysis, general fund of State Key Laboratory for Security Control and Simulation of Power System and Large Power Generation Equipment
- [9] 2020.09-2022.08, multi-mode fusion monitoring and rotation strategy of smart meter operation status, State Key Laboratory Open Fund for Reliability and Intelligence of Electrical Equipment co built by the province and ministry (Hebei University of Technology), project leader
- [10] 2021.05-2021.12, Information Collection and Research Technology Services for the Application of Intelligent Technology in High Voltage Direct Current Transmission, Key Laboratory of Maintenance and Testing Center of China Southern Power Grid Co., Ltd. Ultra High Voltage Transmission Company
- [11] 2022.01-2023.12, Research on Process Control Technology of Electrolytic Hydrogen Production System for Wind/Light Fluctuating Power Sources, Open Project of the Key Laboratory of Modern Power System Simulation Control and Green Energy New Technology of the Ministry of Education
- [12] 2022.4-2022.10, Research on Deep Perception and Critical Equipment Status Analysis and Decision Making of Digital Power Grid under the New Power System, Open Fund for the Joint Laboratory of DC Transmission Equipment and Submarine Cable Safety Operation of China Southern Power Grid Co., Ltd.
- [13] July 2017 to November 2018, Research on Key Technologies for Source Network Load Coordination Planning and Design of Urban Energy Internet, Key Technology Project of State Grid Tianjin Electric Power Company, Project Leader