4 citations · 13 across the 12 of their papers we have counts for
12 papers
An Active Learning-based Approach for Hosting Capacity Analysis in Distribution Systems
Kiyeob Lee, Peng Zhao, Anirban Bhattacharya +2
With the increasing amount of distributed energy resources (DERs) integration, there is a significant need to model and analyze hosting capacity (HC) for future electric distributi…
Impact of Climate Simulation Resolutions on Future Energy System Reliability Assessment: A Texas Case Study
Xiangtian Zheng, Le Xie, Kiyeob Lee +3
The reliability of energy systems is strongly influenced by the prevailing climate conditions. With the increasing prevalence of renewable energy sources, the interdependence betwe…
High Resolution Modeling and Analysis of Cryptocurrency Mining's Impact on Power Grids: Carbon Footprint, Reliability, and Electricity Price
Ali Menati, Xiangtian Zheng, Kiyeob Lee +4
Blockchain technologies are considered one of the most disruptive innovations of the last decade, enabling secure decentralized trust-building. However, in recent years, with the r…
Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality
Le Xie, Tong Huang, Xiangtian Zheng +6
The transition towards carbon-neutral electricity is one of the biggest game changers in addressing climate change since it addresses the dual challenges of removing carbon emissio…
Distributed Learning of Neural Lyapunov Functions for Large-Scale Networked Dissipative Systems
Amit Jena, Tong Huang, S. Sivaranjani +2
This paper considers the problem of characterizing the stability region of a large-scale networked system comprised of dissipative nonlinear subsystems, in a distributed and comput…
Modeling and Analysis of Utilizing Cryptocurrency Mining for Demand Flexibility in Electric Energy Systems: A Synthetic Texas Grid Case Study
Ali Menati, Kiyeob Lee, Le Xie
The electricity sector is facing the dual challenge of supporting increasing level of demand electrification while substantially reducing its carbon footprint. Among electricity de…
How Much Demand Flexibility Could Have Spared Texas from the 2021 Outage?
Dongqi Wu, Xiangtian Zheng, Ali Menati +5
The February 2021 Texas winter power outage has led to hundreds of deaths and billions of dollars in economic losses, largely due to the generation failure and record-breaking elec…
Massively Digitized Power Grid: Opportunities and Challenges of Use-inspired AI
Le Xie, Xiangtian Zheng, Yannan Sun +2
This article presents a use-inspired perspective of the opportunities and challenges in a massively digitized power grid. It argues that the intricate interplay of data availabilit…
The Impact of Heavy-Duty Vehicle Electrification on Large Power Grids: a Synthetic Texas Case Study
Rayan El Helou, S. Sivaranjani, Dileep Kalathil +2
The electrification of heavy-duty vehicles (HDEVs) is a nascent and rapidly emerging avenue for decarbonization of the transportation sector. In this paper, we examine the impacts…
OpenGridGym: An Open-Source AI-Friendly Toolkit for Distribution Market Simulation
Rayan El Helou, Kiyeob Lee, Dongqi Wu +3
This paper presents OpenGridGym, an open-source Python-based package that allows for seamless integration of distribution market simulation with state-of-the-art artificial intelli…
Open-Access Data and Toolbox for Tracking COVID-19 Impact on Power Systems
Guangchun Ruan, Zekuan Yu, Shutong Pu +5
Intervention policies against COVID-19 have caused large-scale disruptions globally, and led to a series of pattern changes in the power system operation. Analyzing these pandemic-…
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids
Xiangtian Zheng, Nan Xu, Loc Trinh +5
The electric grid is a key enabling infrastructure for the ambitious transition towards carbon neutrality as we grapple with climate change. With deepening penetration of renewable…