Xiangtian Zheng

According to our database, Xiangtian Zheng authored at least 11 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Massively Digitized Power Grid: Opportunities and Challenges of Use-Inspired AI.

Le Xie, Xiangtian Zheng, Yannan Sun, Tong Huang, Tony Bruton

Proc. IEEE, July, 2023

Impact of Climate Simulation Resolutions on Future Energy System Reliability Assessment: A Texas Case Study.

Xiangtian Zheng, Le Xie, Ki-Yeob Lee, Dan Fu, Jiahan Wu, Ping Chang

CoRR, 2023

A Generalized Approach to Contingency Screening with System Islanding.

Xiangtian Zheng, Sujatha Kotamarty, Kashia Thuerwaechter, Alex Lee, Shun-Hsien Huang, Le Xie

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality.

Le Xie, Tong Huang, Xiangtian Zheng, Yan Liu, Mengdi Wang, Vijay Vittal, P. R. Kumar, Srinivas Shakkottai, Yi Cui

Patterns, 2022

High Resolution Modeling and Analysis of Cryptocurrency Mining's Impact on Power Grids: Carbon Footprint, Reliability, and Electricity Price.

Ali Menati, Xiangtian Zheng, Ki-Yeob Lee, Ranyu Shi, Pengwei Du, Chanan Singh, Le Xie

CoRR, 2022

Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality.

Le Xie, Tong Huang, Xiangtian Zheng, Yan Liu, Mengdi Wang, Vijay Vittal, P. R. Kumar, Srinivas Shakkottai, Yi Cui

CoRR, 2022

How Much Demand Flexibility Could Have Spared Texas from the 2021 Outage?

Dongqi Wu, Xiangtian Zheng, Ali Menati, Lane D. Smith, Bainan Xia, Yixing Xu, Chanan Singh, Le Xie

CoRR, 2022

2021

PSML: A Multi-scale Time-series Dataset for Machine Learning in Decarbonized Energy Grids.

Xiangtian Zheng, Nan Xu, Loc Trinh, Dongqi Wu, Tong Huang, S. Sivaranjani, Yan Liu, Le Xie

CoRR, 2021

2020

A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the U.S. Electricity Sector.

Guangchun Ruan, Dongqi Wu, Xiangtian Zheng, Sivaranjani S., Haiwang Zhong, Munther A. Dahleh, Le Xie, Chongqing Kang

CoRR, 2020

2019

Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems.

Dongqi Wu, Xiangtian Zheng, Dileep M. Kalathil, Le Xie

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Synthetic Dynamic PMU Data Generation: A Generative Adversarial Network Approach.

Xiangtian Zheng, Bin Wang, Le Xie

CoRR, 2018