Xiangtian Zheng
Xiangtian Zheng
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A cross-domain approach to analyzing the short-run impact of COVID-19 on the US electricity sector
G Ruan, D Wu, X Zheng, H Zhong, C Kang, MA Dahleh, S Sivaranjani, ...
Joule 4 (11), 2322-2337, 2020
An open-source extendable model and corrective measure assessment of the 2021 texas power outage
D Wu, X Zheng, Y Xu, D Olsen, B Xia, C Singh, L Xie
Advances in Applied Energy 4, 100056, 2021
Locally weighted ridge regression for power system online sensitivity identification considering data collinearity
J Zhang, Z Wang, X Zheng, L Guan, CY Chung
IEEE Transactions on Power Systems 33 (2), 1624-1634, 2017
Power system sensitivity identification—Inherent system properties and data quality
J Zhang, X Zheng, Z Wang, L Guan, CY Chung
IEEE Transactions on Power Systems 32 (4), 2756-2766, 2016
Generative adversarial networks-based synthetic pmu data creation for improved event classification
X Zheng, B Wang, D Kalathil, L Xie
IEEE Open Access Journal of Power and Energy 8, 68-76, 2021
Synthetic dynamic PMU data generation: A generative adversarial network approach
X Zheng, B Wang, L Xie
2019 International Conference on Smart Grid Synchronized Measurements and …, 2019
Instantaneous electromechanical dynamics monitoring in smart transmission grid
J Zhang, CY Chung, Z Wang, X Zheng
IEEE Transactions on Industrial Informatics 12 (2), 844-852, 2015
Nested reinforcement learning based control for protective relays in power distribution systems
D Wu, X Zheng, D Kalathil, L Xie
2019 IEEE 58th conference on decision and control (CDC), 1925-1930, 2019
A SVM-based setting of protection relays in distribution systems
X Zheng, X Geng, L Xie, D Duan, L Yang, S Cui
2018 IEEE Texas Power and Energy Conference (TPEC), 1-6, 2018
A multi-scale time-series dataset with benchmark for machine learning in decarbonized energy grids
X Zheng, N Xu, L Trinh, D Wu, T Huang, S Sivaranjani, Y Liu, L Xie
Scientific Data 9 (1), 359, 2022
A hierarchical low-rank approximation based network solver for emt simulation
L Zhang, B Wang, X Zheng, W Shi, PR Kumar, L Xie
IEEE Transactions on Power Delivery 36 (1), 280-288, 2020
How much demand flexibility could have spared texas from the 2021 outage?
D Wu, X Zheng, A Menati, L Smith, B Xia, Y Xu, C Singh, L Xie
Advances in Applied Energy 7, 100106, 2022
Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality
L Xie, T Huang, X Zheng, Y Liu, M Wang, V Vittal, PR Kumar, S Shakkottai, ...
Patterns 3 (12), 2022
Massively digitized power grid: opportunities and challenges of use-inspired AI
L Xie, X Zheng, Y Sun, T Huang, T Bruton
Proceedings of the IEEE, 2022
High resolution modeling and analysis of cryptocurrency mining’s impact on power grids: Carbon footprint, reliability, and electricity price
A Menati, X Zheng, K Lee, R Shi, P Du, C Singh, L Xie
Advances in Applied Energy 10, 100136, 2023
Analyzing Extreme Events in Power Systems: An Open, Cross-Domain Data-Driven Approach
X Zheng, D Wu, L Watts, EN Pistikopoulos, L Xie
IEEE Power and Energy Magazine 20 (6), 47-55, 2022
Eccentricity Severity Estimation of Induction Machines Using a Sparsity-Driven Regression Model
X Zheng, H Inoue, M Kanemaru, D Liu
2022 IEEE Energy Conversion Congress and Exposition (ECCE), 1-6, 2022
Apparatus and systems for power system protective relay control using reinforcement learning
WU Dongqi, X Zheng, L Xie, D Kalathil, M Begovic
US Patent App. 17/242,947, 2021
Impact of Climate Simulation Resolutions on Future Energy System Reliability Assessment: A Texas Case Study
X Zheng, L Xie, K Lee, D Fu, J Wu, P Chang
arXiv preprint arXiv:2305.04929, 2023
A Generalized Approach to Contingency Screening with System Islanding
X Zheng, S Kotamarty, K Thuerwaechter, A Lee, SH Huang, L Xie
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