A big data architecture design for smart grids based on random matrix theory X He, Q Ai, RC Qiu, W Huang, L Piao, H Liu IEEE transactions on smart Grid 8 (2), 674-686, 2017 | 394 | 2017 |
An accurate and real-time method of self-blast glass insulator location based on faster R-CNN and U-net with aerial images Z Ling, D Zhang, RC Qiu, Z Jin, Y Zhang, X He, H Liu CSEE Journal of Power and Energy Systems 5 (4), 474-482, 2019 | 164* | 2019 |
A correlation analysis method for power systems based on random matrix theory X Xu, X He, Q Ai, RC Qiu IEEE Transactions on Smart Grid 8 (4), 1811-1820, 2017 | 127 | 2017 |
数字孪生在电力系统应用中的机遇和挑战 贺兴, 艾芊, 朱天怡, 邱才明, 张东霞 电网技术 44 (6), 2009-2019, 2020 | 104* | 2020 |
基于机会约束规划的虚拟电厂调度风险分析 范松丽, 艾芊, 贺兴 中国电机工程学报 35 (16), 4025-4034, 2015 | 81* | 2015 |
The impact of large-scale distributed generation on power grid and microgrids Q Ai, X Wang, X He Renewable Energy 62, 417-423, 2014 | 76 | 2014 |
Spatio-temporal correlation analysis of online monitoring data for anomaly detection and location in distribution networks X Shi, R Qiu, Z Ling, F Yang, H Yang, X He IEEE Transactions on Smart Grid 11 (2), 995-1006, 2020 | 74 | 2020 |
Opportunities and challenges of the digital twin in power system applications H Xing, A Qian, Z Tianyi, Q Caiming, Z Dongxia Power System Technology 44 (6), 2009-2019, 2020 | 73 | 2020 |
Invisible units detection and estimation based on random matrix theory X He, L Chu, RC Qiu, Q Ai, Z Ling, J Zhang IEEE Transactions on Power Systems 35 (3), 1846-1855, 2020 | 72* | 2020 |
Designing for situation awareness of future power grids: An indicator system based on linear eigenvalue statistics of large random matrices X He, RC Qiu, Q Ai, L Chu, X Xu, Z Ling IEEE Access 4, 3557-3568, 2016 | 70 | 2016 |
A novel data-driven situation awareness approach for future grids—Using large random matrices for big data modeling X He, L Chu, RC Qiu, Q Ai, Z Ling IEEE Access 6, 13855-13865, 2018 | 68 | 2018 |
基于深度学习的输电线路故障类型辨识 徐舒玮, 邱才明, 张东霞, 贺兴, 储磊, 杨浩森 中国电机工程学报 39 (1), 65-74,321, 2019 | 62* | 2019 |
基于数字孪生驱动的智慧微电网多智能体协调优化控制策略 高扬, 贺兴, 艾芊 电网技术 45 (7), 2483-2491, 2021 | 60* | 2021 |
基于数据驱动的用电行为分析方法及应用综述 朱天怡, 艾芊, 贺兴, 李昭昱, 孙东磊, 李雪亮 电网技术 44 (9), 3497-3507, 2020 | 48* | 2020 |
Massive streaming PMU data modelling and analytics in smart grid state evaluation based on multiple high-dimensional covariance test L Chu, R Qiu, X He, Z Ling, Y Liu IEEE Transactions on Big Data 4 (1), 55-64, 2017 | 48 | 2017 |
Research on dynamic load modelling based on power quality monitoring system RF Yuan, Q Ai, X He IET Generation, Transmission & Distribution 7 (1), 46-51, 2013 | 46 | 2013 |
Situation awareness of energy internet of thing in smart city based on digital twin: From digitization to informatization X He, Q Ai, J Wang, F Tao, B Pan, R Qiu, B Yang IEEE Internet of Things Journal 10 (9), 7439-7458, 2023 | 45 | 2023 |
Preliminary exploration on digital twin for power systems: Challenges, framework, and applications X He, Q Ai, RC Qiu, D Zhang arXiv preprint arXiv:1909.06977, 2019 | 43 | 2019 |
A short-term load forecasting based on LSTM neural network YH Zhang, CM Qiu, X He, ZN Ling, X Shi Electric power information and communication technology 15 (9), 19-25, 2017 | 36 | 2017 |
Blind false data injection attacks against state estimation based on matrix reconstruction H Yang, X He, Z Wang, RC Qiu, Q Ai IEEE Transactions on Smart Grid 13 (4), 3174-3187, 2022 | 34 | 2022 |