CV

Education

• B.S. in GitHub, GitHub University, 2012
• M.S. in Jekyll, GitHub University, 2014
• Ph.D in Version Control Theory, GitHub University, 2018 (expected)

Work experience

• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

徐潇源*, 严正, 冯冬涵, 王毅, 曹路. "基于输入变量秩相关系数的概率潮流计算方法", 电力系统自动化, 2014. (EI)

Xiaoyuan Xu, Zheng Yan*, Shaolun Xu. "Estimating wind speed probability distribution by diffusion-based kernel density method", Electric Power Systems Research, 2014. (SCI)

Xiaoyuan Xu*, Zheng Yan. "Probabilistic load flow evaluation considering correlated input random variables", International Transactions on Electrical Energy Systems, 2015. (SCI)

严正*, 范翔, 赵文恺, 徐潇源, 范金燕, 王毅. "自适应Levenberg-Marquardt方法提高潮流计算收敛性", 中国电机工程学报, 2015. (EI)

张道天*, 严正, 徐潇源, 赵文恺, 曹路, 李建华. "采用隐式Cholesky分解的大规模病态潮流计算", 电网技术, 2015. (EI)

Jia Cao*, Zheng Yan, Xiaoyuan Xu, Guangyu He, Shaowei Huang. "Optimal power flow calculation in AC/DC hybrid power system based on adaptive simplified human learning optimization algorithm", Journal of Modern Power Systems and Clean Energy, 2016. (SCI)

赵建伟, 李禹鹏, 杨增辉, 严正, 徐潇源*, 冯楠，崔勇. "基于拟蒙特卡罗模拟和核密度估计的概率静态电压稳定计算方法", 电网技术, 2016. (EI)

Xiaoyuan Xu*, Zheng Yan. "Probabilistic load flow calculation with quasi-Monte Carlo and multiple linear regression", International Journal of Electrical Power & Energy Systems, 2016. (SCI)

曹佳*, 徐潇源, 严正, 李禹鹏, 杨增辉, 冯楠. "几种高阶收敛的Levenberg-Marquardt方法在潮流计算中的应用", 电网技术, 2017. (EI)

王晗, 徐潇源*, 严正. "考虑柔性负荷的多目标安全约束机组组合优化模型及求解", 电网技术, 2017. (EI)

赵建伟, 严正, 徐潇源*, 冯楠, 崔勇, 曹路, 李建华. "戴维南等值参数时域仿真跟踪算法分析与改进", 电力自动化设备, 2017. (EI)

Xiangrui Kong, Xiaoyuan Xu, Zheng Yan*, Sijie Chen, Huoming Yang, Dong Han. "Deep learning hybrid method for islanding detection in distributed generation", Applied Energy, 2017. (SCI)

王晗, 徐潇源*, 严正. "基于改进信赖域算法的孤岛交直流混合微电网潮流计算", 电力系统自动化, 2017. (EI)

Yiyan Li, Xiaoyuan Xu, Sijie Chen*, Zheng Yan. "Determine the reliable generating capacity of power systems with high HVDC penetration considering both stability and ancillary service requirements", IET Generation, Transmission & Distribution, 2017. (SCI)

Shu Wang, Xiaoyuan Xu, Xiangrui Kong, Zheng Yan*. "Extended priority list and discrete heuristic search for multi-objective unit commitment", International Transactions on Electrical Energy Systems, 2017. (SCI)

徐潇源*, 赵建伟, 严正, 冯楠, 崔勇, 李建华. "基于改进层次分析法和PSS/E的电磁环网解环方案评估", 电力系统及其自动化学报, 2017. (核心)

Xiaoyuan Xu, Zheng Yan*, Mohammad Shahidehpour, Han Wang, Sijie Chen. "Power System Voltage Stability Evaluation Considering Renewable Energy With Correlated Variabilities", IEEE Transactions on Power Systems, 2017. (SCI)

杨火明, 徐潇源*, 严正. "考虑配电网韧性的储能系统选址定容优化方法", 电力建设, 2018. (核心)

Sijie Chen, Jian Ping, Xinyi Le*, Zheng Yan, Xiaoyuan Xu, Liangzhong Yao, Juntong Xi. "Forming Bidding Curves for a Distribution System Operator", IEEE Transactions on Power Systems, 2018. (SCI)

何琨, 严正, 徐潇源*, 王晗. "基于Sobol'法的孤岛微电网潮流全局灵敏度分析", 电力系统自动化, 2018. (EI)

王晗, 严正, 徐潇源*, 李铁, 唐俊刺, 周纯莹. "计及可再生能源不确定性的孤岛微电网概率潮流计算", 电力系统自动化, 2018. (EI)

Xiangrui Kong, Zheng Yan, Ruipeng Guo, Xiaoyuan Xu*, Chen Fang. "Three-Stage Distributed State Estimation for AC-DC Hybrid Distribution Network Under Mixed Measurement Environment", IEEE Access, 2018. (SCI)

Quan Zhou, Mohammad Shahidehpour*, Zhiyi Li, Xiaoyuan Xu. "Two-Layer Control Scheme for Maintaining the Frequency and the Optimal Economic Operation of Hybrid AC/DC Microgrids", IEEE Transactions on Power Systems, 2018. (SCI)

王澍, 严正*, 孔祥瑞, 郭瑞鹏, 徐潇源. "主动配电网多目标PMU最优配置", 电网技术, 2018. (EI)

严正*, 孔祥瑞, 徐潇源, 谢伟. "微型同步相量测量单元在智能配电网运行状态估计中的应用", 上海交通大学学报, 2018. (EI)

Chenyang Huang, Zheng Yan, Sijie Chen*, Xiaoyuan Xu, Su Yang, Jing Li, Haoyuan Qu. "Portfolio management of battery storages in multiple electricity markets", IET Generation, Transmission & Distribution, 2018. (SCI)

Han Wang, Zheng Yan, Xiaoyuan Xu*, Kun He. "Evaluating Influence of Variable Renewable Energy Generation on Islanded Microgrid Power Flow", IEEE Access, 2018. (SCI)

何琨, 徐潇源, 严正*, 王晗. "基于稀疏多项式混沌展开的孤岛微电网概率潮流计算", 电力系统自动化, 2018. (EI)

Yiyan Li, Zheng Yan, Sijie Chen*, Xiaoyuan Xu, Chongqing Kang. "Operation Strategy of Smart Thermostats That Self-Learn User Preferences", IEEE Transactions on Smart Grid, 2019. (SCI)

孔祥瑞, 严正, 徐潇源*, 谢伟. "计及高阶统计量和深度学习的抗噪孤岛检测方法", 电力系统自动化, 2019. (EI)

Xiaoyuan Xu, Zheng Yan, Mohammad Shahidehpour*, Zhiyi Li, Mingyu Yan, Xiangrui Kong. "Data-Driven Risk-Averse Two-Stage Optimal Stochastic Scheduling of Energy and Reserve With Correlated Wind Power", IEEE Transactions on Sustainable Energy, 2019. (SCI)

王晗, 严正, 徐潇源*, 何琨. "基于稀疏多项式混沌展开的孤岛微电网全局灵敏度分析", 电力系统自动化, 2019. (EI)

Xiaoyuan Xu, Zheng Yan, Mohammad Shahidehpour*, Sijie Chen, Han Wang, Zhiyi Li, Quan Zhou. "Maximum Loadability of Islanded Microgrids With Renewable Energy Generation", IEEE Transactions on Smart Grid, 2019. (SCI)

Han Wang, Zheng Yan, Xiaoyuan Xu*, Kun He. "Probabilistic power flow analysis of microgrid with renewable energy", International Journal of Electrical Power & Energy Systems, 2019. (SCI)

Zhuoxin Lu, Xiaoyuan Xu*, Zheng Yan, Han Wang. "Density-based global sensitivity analysis of islanded microgrid loadability considering distributed energy resource integration", Journal of Modern Power Systems and Clean Energy, 2019. (SCI)

孟雨田, 严正, 徐潇源*, 方陈. "配电网状态估计的全局灵敏度分析及应用", 电力系统自动化, 2019. (EI)

Han Wang, Zheng Yan, Mohammad Shahidehpour*, Xiaoyuan Xu, Quan Zhou. "Quantitative Evaluations of Uncertainties in Multivariate Operations of Microgrids", IEEE Transactions on Smart Grid, 2020. (SCI)

Han Wang, Zheng Yan, Mohammad Shahidehpour*, Quan Zhou, Xiaoyuan Xu. "Optimal Energy Storage Allocation for Mitigating the Unbalance in Active Distribution Network via Uncertainty Quantification", IEEE Transactions on Sustainable Energy, 2020. (SCI)

Zhuoxin Lu, Xiaoyuan Xu*, Zheng Yan. "Data-driven stochastic programming for energy storage system planning in high PV-penetrated distribution network", International Journal of Electrical Power & Energy Systems, 2020. (SCI)

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", 电力系统自动化, 2020. (EI)

周楠, 徐潇源*, 严正, 陆建宇, 李亚平. "基于宽度学习系统的光伏发电功率超短期预测", 电力系统自动化, 2020. (EI)

兰浦哲, 韩冬*, 徐潇源, 严正, 刘旭涛. "基于长短期记忆的电-气耦合综合能源系统贝叶斯状态估计", 电力系统自动化, 2021. (EI)

严正, 徐潇源, 孔祥瑞, 李亦言. "智能配电网运行状态估计技术", 科学出版社, 2021. (206千字)

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", 电力系统自动化, 2021. (EI)

Mengyuan Wang, Xiaoyuan Xu*, Zheng Yan, 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, 2021. (SCI)

徐超然, 徐潇源*, 严正, 李恒杰. "考虑风电统计特性挖掘的分布鲁棒优化调度方法", 电力系统自动化, 2021. (EI)

Jialiang Chen, Xiaoyuan Xu*, Zheng Yan, Han Wang. "Data-driven distribution network topology identification considering correlated generation power of distributed energy resource", Frontiers in Energy, 2021. (SCI)

陈亭轩, 徐潇源*, 严正, 朱彦名. "基于深度强化学习的光储充电站储能系统优化运行", 电力自动化设备, 2021. (EI)

Yanming Zhu, Xiaoyuan Xu*, Zheng Yan. "Learning-based Line Impedance Estimation for Partially Observable Distribution Systems", International Journal of Electrical Power and Energy Systems, 2021. (SCI)

Zhuoxin Lu, Xiaoyuan Xu*, Zheng Yan, Mohammad Shahidehpour. "Multistage Robust Optimization of Routing and Scheduling of Mobile Energy Storage in Coupled Transportation and Power Distribution Networks", IEEE Transactions on Transportation Electrification, 2021. (SCI)

Jingwei Hu, Xiaoyuan Xu*, Hongyan Ma, Zheng Yan. "Distributionally Robust Co-Optimization of Transmission Network Expansion Planning and Penetration Level of Renewable Generation", Journal of Modern Power Systems and Clean Energy, 2021. (SCI)

Yanming Zhu, Xiaoyuan Xu*, Zheng Yan. "Hybrid clustering-based bad data detection of PMU measurements", Energy Conversion and Economics, 2021. (EI)

胡宏, 陈新仪, 王利峰, 滕晓毕, 严正*, 徐潇源, 王晗. "面向新型电力系统的华东电网运行备用体系构建方法", 上海交通大学学报, 2021. (EI)

朱彦名, 徐潇源*, 严正, 陆建宇. "面向电力物联网的含可再生能源配电网运行展望", 电力系统保护与控制, 2022. (EI)

方晓涛, 严正, 王晗*, 徐潇源. "考虑源–荷随机–模糊特征的配电网潮流不确定性量化方法", 中国电机工程学报, 2022. (EI)

Jifeng Cheng, Zheng Yan*, Han Wang, Xiaoyuan Xu. "A Risk-Controllable Day-Ahead Transmission Schedule of Surplus Wind Power with Uncertainty in Sending Grids", International Journal of Electrical Power and Energy Systems, 2022. (SCI)

Yuanhai Gao, Xiaoyuan Xu*, Zheng Yan, Mohammad Shahidehpour. "Gaussian Mixture Model for Multivariate Wind Power Based on Kernel Density Estimation and Component Number Reduction", IEEE Transactions on Sustainable Energy, 2022. (SCI)

李佳琪, 徐潇源*, 严正. "大规模新能源汽车接入背景下的电氢能源与交通系统耦合研究综述", 上海交通大学学报, 2022. (EI)

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", 中国电机工程学报, 2022. (EI)

Puzhe Lan, Dong Han*, Xiaoyuan Xu, Zheng Yan, Xijun Ren, Shiwei Xia. "Data-driven state estimation of integrated electric-gas energy system", Energy, 2022. (SCI)

Yanming Zhu, Xiaoyuan Xu*, Zheng Yan. "Data Acquisition, Power Forecasting and Coordinated Dispatch of Power Systems with Distributed PV Power Generation", The Electricity Journal, 2022. (EI)

Jingwei Hu, Zheng Yan, Sijie Chen*, Xiaoyuan Xu, and Hongyan Ma. "Distributionally Robust Optimization for Generation Expansion Planning Considering Virtual Inertia from Wind Farms", Electric Power Systems Research, 2022. (SCI)

Nan Zhou, Xiaoyuan Xu*, Zheng Yan, Mohammad Shahidehpour. "Spatio-Temporal Probabilistic Forecasting of Photovoltaic Power Based on Monotone Broad Learning System and Copula Theory", IEEE Transactions on Sustainable Energy, 2022. (SCI)

徐冉, 徐潇源*, 王晗, 严正. "考虑公交车移动特性的电动公交车-充电站-配电网联合调度", 电力系统自动化, 2022. (EI)

方晓涛, 严正, 王晗*, 徐潇源, 陈玥, 许少伦. "考虑“路-车-源-荷”多重不确定性的交通网与配电网概率联合流分析", 电力系统自动化, 2022. (EI)

Yue Chen*, Yu Yang, Xiaoyuan Xu. "Towards transactive energy An analysis of information-related practical issues", Energy Conversion and Economics, 2022. (EI)

顾崇寅, 徐潇源*, 王梦圆, 严正. "基于CatBoost算法的光伏阵列故障诊断方法", 电力系统自动化, 2022. (EI)

Tingxuan Chen, Xiaoyuan Xu*, Han Wang, 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, 2022. (SCI)

Xiaoyuan Xu, Yunhong Li, Zheng Yan*, Hongyan Ma. "Hierarchical Central-Local Inverter-based Voltage Control in Distribution Networks Considering Stochastic PV Power Admissible Range", IEEE Transactions on Smart Grid, 2022. (SCI)

李运鸿, 徐潇源*, 严正. "基于生成对抗网络的独立微电网光-储容量分布鲁棒优化配置", 电力系统自动化, 2022. (EI)

Zhenfei Tan, Hua Geng, Xiaoyuan Xu, Sijie Chen, Zheng Yan*. "Suspension of Australian National Electricity Market in 2022 Necessitates Mechanism Evolution Ensuring Power Supply Security", Journal of Modern Power Systems and Clean Energy, 2022. (SCI)

Mengyuan Wang, Xiaoyuan Xu*, Zheng Yan. "Online fault diagnosis of PV array considering label errors based on distributionally robust logistic regression", Renewable Energy, 2022. (SCI)

Jingwei Hu, Sijie Chen*, Zheng Yan, Xiaoyuan Xu, Ran Li, Yue Chen. "A Capacity Adequacy Mechanism Based on Optional Option and Its Impact on Generation Mix Equilibrium", IEEE Transactions on Power Systems, 2023. (SCI)

Jiaqi Li, Xiaoyuan Xu*, Zheng Yan, Han Wang, Mohammad Shahidehpour, Yue Chen. "Coordinated Optimization of Emergency Response Resources in Transportation-Power Distribution Networks under Extreme Events", IEEE Transactions on Smart Grid, 2023. (SCI)

韩鹏飞, 徐潇源*, 王晗, 严正. "基于功率-温度自适应控制的多堆质子交换膜电解制氢系统效率优化", 电工技术学报, 2023. (EI)

王梦圆, 徐潇源*, 严正. "适用小样本的并网光伏阵列故障诊断方法", 电网技术, 2023. (EI)

Yuanhai Gao, Xiaoyuan Xu*, Zheng Yan, Mohammad Shahidehpour, Han Wang, Yue Chen. "Robust Parametric Programming for Adaptive Piecewise Linear Control of Photovoltaic Inverters to Regulate Voltages in Power Distribution Systems", IEEE Transactions on Power Systems, 2023. (SCI)

施路炜, 徐潇源*, 严正, 陆建宇. "考虑配电网电压约束的光伏功率升维仿射控制", 电力系统自动化, 2023. (EI)

潘思佳, 徐潇源*, 严正, 王晗, 韩鹏飞. "基于多仿射决策规则的电-氢耦合系统多阶段鲁棒优化调度", 电力系统自动化, 2023. (EI)

Xiaoyuan Xu Yuanhai Gao, Han Wang*, Zheng Yan, Mohammad Shahidehpour, Zhenfei Tan. "Distributionally Robust Optimization of Photovoltaic Power with Lifted Linear Decision Rule for Distribution System Voltage Regulation", IEEE Transactions on Sustainable Energy, 2023. (SCI)

Han Wang, Xiaoyuan Xu*, Yue Chen, Zheng Yan, Mohammad Shahidehpour, Jiaqi Li, Shaolun Xu. "Stochastic Optimization of Coupled Power Distribution-Urban Transportation Network Operations with Autonomous Mobility on Demand Systems", IEEE Transactions on Smart Grid, 2023. (SCI)

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, 2023. (EI)

Yuanhai Gao, Xiaoyuan Xu*, Zheng Yan, Han Wang, Jian Ping, Bo Yang, 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, 2023. (SCI)

Jiaqi Li, Xiaoyuan Xu*, Zheng Yan, Han Wang, Yue Chen. "Dynamic Flow Equilibrium of Transportation and Power Distribution Networks Considering Flexible Traveling Choices and Voltage Quality Improvement", CSEE Journal of Power and Energy Systems, 2024. (SCI)

Jiaqi Li, Xiaoyuan Xu*, Zheng Yan, Han Wang, Mohammad Shahidehpour, Bangpeng Xie, Xiao Luo. "Resilient Resource Allocations for Multi-stage Transportation-Power Distribution System Operations in Hurricanes", IEEE Transactions on Smart Grid, 2024. (SCI)

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. (EI)

Zhuoxin Lu, Xiaoyuan Xu*, Zheng Yan, Mohammad Shahidehpour, Weiqing Sun, 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. (SCI)

Pengfei Han, Xiaoyuan Xu*, Han Wang, Zheng Yan. "Modeling and Multi-Rate Simulation of Combined Heating Networks and Power to Hydrogen with Waste Heat Recovery", CSEE Journal of Power and Energy Systems, 2024. (SCI)

袁洪涛, 徐潇源*, 严正, 方陈, 柳劲松. "电动汽车集中充换电设施规划和优化运行研究综述", 电力系统保护与控制, 2024. (EI)

Yanming Zhu, Xiaoyuan Xu*, Zheng Yan. "Accelerated Matrix Completion-based State Estimation for Unobservable Distribution Networks", IEEE Transactions on Industrial Informatics, 2024. (SCI)

Talks

Application of data-driven optimization to power system operation, The 2nd IEEE Conference on Energy Internet and Energy System Integration, Beijing, China, 2018/10.

基于数据驱动分布鲁棒的电力系统优化运行, 上海理工大学, 中国上海, 2019/06.

Distribution System State Estimation Considering PMU/SCADA/AMI Measurements, The 3rd IEEE Conference on Energy Internet and Energy System Integration, Changsha, China, 2019/11.

电力系统同步相量测量技术与应用, 国网上海市电力公司, 中国上海, 2020/06.

Data-driven Topology Identification in Distribution Grids, The 4th IEEE Conference on Energy Internet and Energy System Integration, Wuhan, China, 2020/10.

新能源参与电力市场若干问题探讨, 国网安徽省电力有限公司经济技术研究院, 中国合肥, 2021/06.

State Estimation Technology of Smart Distribution Networks, The 5th IEEE Conference on Energy Internet and Energy System Integration, Taiyuan, China, 2021/10.

Teaching

X031505 电力系统安全分析, 研究生课程, 2019年春季学期.

EE031 电气工程基础I, 本科生课程, 2019年秋季学期, 评教成绩：B.

EE031 电气工程基础I, 本科生课程, 2020年秋季学期, 评教成绩：B.

EE031 电气工程基础I, 本科生课程, 2021年秋季学期, 评教成绩：B.

EE031 电气工程基础I, 本科生课程, 2022年秋季学期, 评教成绩：A.

EE031 电气工程基础I, 本科生课程, 2023年秋季学期, 评教成绩：B.

Service and leadership

• Currently signed in to 43 different slack teams