Jiaqi Li, Xiaoyuan Xu*, Han Wang, Zheng Yan, Mohammad Shahidehpour, and Bo Yang, “Coordinated Multi-task Scheduling of Electric Buses in Post-Disaster Transportation-Power Distribution Systems,” IEEE Transactions on Transportation Electrification, 2024. (Accept)
Yanming Zhu, Xiaoyuan Xu*, and Zheng Yan, “Accelerated Matrix Completion-based State Estimation for Unobservable Distribution Networks,” IEEE Transactions on Industrial Informatics, vol. 20, no. 12, pp. 13798-13810, 2024.
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, vol. 15, no. 4, pp. 2594-2608, October, 2024.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
