电力系统不确定性分析

新能源发电建模、感知与预测

高比例新能源电力系统分析与计算

高比例新能源电力系统优化运行：随机/鲁棒/分布鲁棒/数据驱动优化

配电网-交通网的耦合与协调优化

大规模电动汽车灵活调度

交通系统建模与分析

配电网-交通网联合规划与运行

2010.09-2016.07, 上海交通大学，电气工程，博士

2006.09-2010.07, 上海交通大学，电气工程，学士

2022.01-现在，     上海交通大学，电子信息与电气工程学院，长聘教轨副教授，博士生导师

2018.10-2021.12，上海交通大学，电子信息与电气工程学院，长聘教轨助理教授，硕士生导师

2017.05-2018.05， 伊利诺伊理工大学，电气与计算机工程系，访问学者

2016.06-2018.10，上海交通大学，电子信息与电气工程学院，博士后

1. Yanming Zhu, Xiaoyuan Xu*, and Zheng Yan, “Accelerated Matrix Completion-based State Estimation for Unobservable Distribution Networks,” IEEE Transactions on Industrial Informatics, 2024. (Accept)
2. Zhuoxin Lu, Xiaoyuan Xu*, Zheng Yan, Mohammad Shahidehpour, Weiqing Sun, and Dong Han, “Distributionally Robust Chance Constrained Optimization Method for Risk-based Routing and Scheduling of Shared Mobile Energy Storage System with Variable Renewable Energy,” IEEE Transactions on Sustainable Energy, 2024. (Accept)
3. Jiaqi Li, Xiaoyuan Xu*, Zheng Yan, Han Wang, Mohammad Shahidehpour, Bangpeng Xie, and Xiao Luo, “Resilient Resource Allocations for Multi-stage Transportation-Power Distribution System Operations in Hurricanes,” IEEE Transactions on Smart Grid, vol. 15, no. 4, pp. 3994-4009, July 2024.
4. Yuanhai Gao, Xiaoyuan Xu*, Zheng Yan, Han Wang, Jian Ping, Bo Yang, and Xinping Guan, “Analytical Probabilistic Power Flow and Global Sensitivity Analysis of Distribution Systems Based on Gaussian Mixture Model of Input-Output Variables,” IEEE Transactions on Power Systems, vol. 39, no. 3, pp. 5283-5296, May 2024.
5. Han Wang, Xiaoyuan Xu*, Yue Chen, Zheng Yan, Mohammad Shahidehpour, Jiaqi Li, and Shaolun Xu, “Stochastic Optimization of Coupled Power Distribution-Urban Transportation Network Operations with Autonomous Mobility on Demand Systems,” IEEE Transactions on Smart Grid, vol. 15, no. 3, pp. 3040-3053, May 2024.
6. Xiaoyuan Xu, Yuanhai Gao, Han Wang*, Zheng Yan, Mohammad Shahidehpour, and Zhenfei Tan, “Distributionally Robust Optimization of Photovoltaic Power with Lifted Linear Decision Rule for Distribution System Voltage Regulation,” IEEE Transactions on Sustainable Energy, vol. 15, no. 2, pp. 758-772, April 2024.
7. Yuanhai Gao, Xiaoyuan Xu*, Zheng Yan, Mohammad Shahidehpour, Han Wang, and Jian Ping, “Robust Parametric Programming for Adaptive Piecewise Linear Control of Photovoltaic Inverters to Regulate Voltages in Power Distribution Systems,” IEEE Transactions on Power Systems, vol. 39, no. 2, pp. 3685-3700, March 2024.
8. Jiaqi Li, Xiaoyuan Xu*,Zheng Yan, Han Wang, Mohammad Shahidehpour, and Yue Chen, “Coordinated Optimization of Emergency Response Resources in Transportation-Power Distribution Networks under Extreme Events,” IEEE Transactions on Smart Grid, vol. 14, no. 6, pp. 4607-4620, Nov. 2023.
9. Mengyuan Wang, Xiaoyuan Xu*, and Zheng Yan, “Online Fault Diagnosis of PV Array Considering Label Errors Based on Distributionally Robust Logistic Regression,” Renewable Energy, vol.203, pp. 68-80, 2023.
10. Xiaoyuan Xu, Yunhong Li, Zheng Yan*, Hongyan Ma, and Mohammad Shahidehpour, “Hierarchical Central-Local Inverter-based Voltage Control in Distribution Networks Considering Stochastic PV Power Admissible Range,” IEEE Transactions on Smart Grid, vol. 14, no. 3, pp. 1868-1879, May 2023.
11. Tingxuan Chen, Xiaoyuan Xu*, Han Wang, and Zheng Yan, “Routing and Scheduling of Mobile Energy Storage System for Electricity Arbitrage Based on Two-layer Deep Reinforcement Learning,” IEEE Transactions on Transportation Electrification, vol. 9, no. 1, pp. 1087-1102, March 2023.
12. Nan Zhou, Xiaoyuan Xu*, Zheng Yan, and Mohammad Shahidehpour, “Spatio-Temporal Probabilistic Forecasting of Photovoltaic Power Based on Monotone Broad Learning System and Copula Theory,” IEEE Transactions on Sustainable Energy, vol.13, no. 4, pp. 1874-1885, 2022.
13. Yuanhai Gao, Xiaoyuan Xu*, Zheng Yan, and Mohammad Shahidehpour, “Gaussian Mixture Model for Multivariate Wind Power Based on Kernel Density Estimation and Component Number Reduction,” IEEE Transactions on Sustainable Energy, vol. 13, no. 3, pp. 1853-1856, July 2022.
14. Zhuoxin Lu, Xiaoyuan Xu*, Zheng Yan, and Mohammad Shahidehpour, “Multi-Stage Robust Optimization of Routing and Scheduling of Mobile Energy Storage in Coupled Transportation and Power Distribution Networks,” IEEE Transactions on Transportation Electrification, vol. 8, no. 2, pp. 2583-2594,2022.
15. Mengyuan Wang, Xiaoyuan Xu*, Zheng Yan, and Han Wang,“An online optimization method for extracting parameters of multi-parameter PV module model based on adaptive Levenberg-Marquardt algorithm,” Energy Conversion and Management, vol. 245, art. no. 114611, 2021.
16. Xiaoyuan Xu, Zheng Yan, Mohammad Shahidehpour*, Zhiyi Li, Mingyu Yan, and Xiangrui Kong, “Data-driven risk-averse two-stage optimal stochastic scheduling of energy and reserve with correlated wind power,” IEEE Transactions on Sustainable Energy, vol. 11, no.1, pp. 436-447, 2020.
17. Xiaoyuan Xu, Zheng Yan, Mohammad Shahidehpour*, Sijie Chen, Han Wang, Zhiyi Li, and Quan Zhou, “Maximum loadability of islanded microgrids with renewable energy generation,” IEEE Transactions on Smart Grid, vol. 10, no. 5, pp. 4696-4705, 2019.
18. Xiaoyuan Xu, Zheng Yan*, Mohammad Shahidehpour, Han Wang, and Sijie Chen, “Power system voltage stability evaluation considering renewable energy with correlated variabilities,” IEEE Transactions on Power Systems, vol. 33, no. 3, pp.3236-3245, 2018.
19. Xiaoyuan Xu*and Zheng Yan, “Probabilistic load flow calculation with quasi-Monte Carlo and multiple linear regression,” International Journal of Electrical Power & Energy Systems, vol. 88, pp. 1-12, 2017.
20. Xiaoyuan Xu, Zheng Yan*, and Shaolun Xu, “Estimating wind speed probability distribution by diffusion-based kernel density method,” Electric Power Systems Research, vol. 121,pp. 28-37, 2015.
21. 徐潇源, 李佳琪, 王晗*,严正, 谢邦鹏, 罗潇,潘爱强. 城市电力-交通系统韧性研究综述及展望, 电力系统自动化, 2024.
22. 施路炜,徐潇源*, 严正, 谭振飞. 配电网有功无功运行包络计算方法,中国电机工程学报, 2024. (录用)
23. 高元海,徐潇源*, 严正. 基于多维高斯混合模型的电力系统不确定性建模方法[J]. 中国电机工程学报, 2023, 43(01): 37-48.
24. 徐潇源, 王晗, 严正*,鲁卓欣, 康重庆, 谢开贵.能源转型背景下电力系统不确定性及应对方法综述[J]. 电力系统自动化, 2021, 45(16): 2-13.
25. 鲁卓欣,徐潇源*, 严正, 吴江, 桑妲,王澍. 不确定性环境下数据驱动的电力系统优化调度方法综述[J]. 电力系统自动化, 2020, 44(21): 172-183.

1. 国家自然科学基金委员会，面上项目，52477110，面向分布式资源间接控制的配电网运行包络理论与优化方法，2025.01至2028.12，48万元，主持
2. 上海市科学技术委员会，科技计划项目，面向新型源荷承载力提升的城市配电网规划运行及柔性互联装置研究，23DZ1201202，2023.12-2026.11，222万元，主持
3. 国家自然科学基金委员会，智能电网联合基金重点支持项目，考虑广义源-荷不确定性的配电网-交通网耦合机理与协调优化研究，U2166201，2022.01至2025.12，261万元，参与（课题负责人）
4. 国家自然科学基金委员会，面上项目，基于数据驱动方法的含分布式可再生能源配电网优化运行研究，52077136，2021.01至2024.12，55万元，主持
5. 国家自然科学基金委员会，青年科学基金项目，不确定性环境下考虑韧性提升的主动配电网运行方法，51707115，2018.01至2019.12，16万元，主持（结题优秀）
6. 中国博士后科学基金会，面上资助项目，计及多重不确定性耦合的主动配电网运行风险评估与控制（一等），2017M610251，2017.05至2018.06，8万元，主持
7. 国家工业和信息化部，国家重点研发计划，基于微型同步相量测量的智能配电网运行关键技术研究，2017YFB0902800，2017.07至2020.12，801万元，参与

1. 2024年第三届高校电气电子工程创新大赛特等奖
2. 2023年上海市科技进步二等奖 (排名5)
3. 2023年上海市科技进步三等奖 (排名3)
4. 2022年 国家电网有限公司科技进步一等奖 (排名7)
5. 2021年国家电网有限公司华东分部科学技术进步一等奖 (排名6)
6. 2020年中国电机工程学会青年人才托举工程
7. 2020年上海市科学技术进步一等奖 (排名13)
8. 2020年上海交通大学第五届青年教师教学竞赛二等奖
9. 2020年上海交通大学电子信息与电气工程学院年度考核优秀
10. 2020年上海交通大学电子信息与电气工程学院优秀党员
11. 2018年上海交通大学方太博约奖教金

1. IEEE Transactions on Sustainable Energy, Associate Editor (2023-)
2. IEEE Power Engineering Letters, Associate Editor (2023-)
3. Frontiers in Energy, Member of Youth Editorial Board (2023-)
4. Protection and Control of Modern Power Systems, Associate Editor (2022-)
5. Journal of Modern Power Systems and Clean Energy, Associate Editor (2018)
6. 上海交通大学电气系教工四支部书记（2021-）
7. 中国电工技术学会人工智能与电气应用专委会委员
8. 《上海交通大学学报》副编辑（2021-）