← All authors Le Xie Lawrence Livermore National Laboratory (from arXiv:2408.12014, 2024) · ORCID · OpenAlex
80 papers in scope · 80 published · 1 on the econ.EM arXiv · 5,035 citations · h-index 39 (over the papers listed here)
Papers (1 of 80)
LLM-Based Adaptive Distribution Voltage Regulation Under Frequent Topology Changes: An In-Context MPC Framework
published 2025 · IEEE Transactions on Smart Grid · 6 citations
with Amit Jena, Fei Ding, Jiyu Wang, Yiyun Yao
published 2025 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 7 citations · first circulated 2024
Grid Stability and Cybersecurity Challenges in Electric Vehicle Integration: A Case Study of the ERCOT System
published 2025 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences
with Fariha Hakim Sneha, Yilu Liu, Tao Xia
Accelerating Chance-Constrained SCED via Scenario Compression
published 2024 · IEEE Transactions on Power Systems · 2 citations
with Qian Zhang
Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems
published 2024 · Proceedings of the AAAI Conference on Artificial Intelligence · 3 citations · first circulated 2023
with Amit Jena, Dileep Kalathil
Efficient Scenario Generation for Chance-Constrained Economic Dispatch Considering Ambient Wind Conditions
published 2024 · IEEE Transactions on Power Systems · 19 citations · first circulated 2023
with Qian Zhang, Apurv Shukla
Optimization of Cryptocurrency Mining Demand for Ancillary Services in Electricity Markets
published 2024 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 3 citations
with Ali Menati, Yuting Cai, Rayan El Helou, Chao Tian
An Active Learning-Based Approach for Hosting Capacity Analysis in Distribution Systems
published 2023 · IEEE Transactions on Smart Grid · 19 citations
Transferable Deep Kernel Emulator for Probabilistic Load Margin Assessment With Topology Changes, Uncertain Renewable Generations and Loads
published 2022 · IEEE Transactions on Power Systems · 10 citations
with Bendong Tan, Junbo Zhao
Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality
published 2022 · Patterns · 21 citations
Analyzing Extreme Events in Power Systems: An Open, Cross-Domain Data-Driven Approach
published 2022 · IEEE Power and Energy Magazine · 4 citations
with Xiangtian Zheng, Dongqi Wu, Liam Watts, Efstratios N. Pistikopoulos
OpenGridGym: An Open-Source AI-Friendly Toolkit for Distribution Market Simulation
published 2022 · IEEE Transactions on Smart Grid · 6 citations
with Rayan El Helou, Kiyeob Lee, Dongqi Wu, Srinivas Shakkottai, Vijay Subramanian
A multi-scale time-series dataset with benchmark for machine learning in decarbonized energy grids
published 2022 · Scientific Data · 66 citations · first circulated 2021
with Xiangtian Zheng, Nan Xu, Loc Trinh, Dongqi Wu, Tong Huang, S. Sivaranjani, Yan Liu
Open-Access Data and Toolbox for Tracking COVID-19 Impact on Power Systems
published 2022 · IEEE Transactions on Power Systems · 3 citations · first circulated 2021
Two-stage robust energy storage planning with probabilistic guarantees: A data-driven approach
published 2022 · Applied Energy · 34 citations · first circulated 2021
with Chao Yan, Xinbo Geng, Zhaohong Bie
Towards an AI-friendly cross-timescale simulation and analysis platform for electric distribution systems
published 2022 · iEnergy
with Dongqi Wu, Rayan El Helou
Tri-Sectional Approximation of the Shortest Path to Long-Term Voltage Stability Boundary With Distributed Energy Resources
published 2022 · IEEE Transactions on Power Systems · 7 citations
with Dan Wu, Bin Wang, Franz-Erich Wolter
PyProD: A Machine Learning-Friendly Platform for Protection Analytics in Distribution Systems
published 2022 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 2 citations · first circulated 2021
with Dongqi Wu, Dileep Kalathil, Miroslav M. Begovic
A Neural Lyapunov Approach to Transient Stability Assessment of Power Electronics-Interfaced Networked Microgrids
published 2021 · IEEE Transactions on Smart Grid · 69 citations
with Tong Huang, Sicun Gao
Quantitative assessment of U.S. bulk power systems and market operations during the COVID-19 pandemic
published 2021 · Applied Energy · 55 citations · first circulated 2020
A Neural Lyapunov Approach to Transient Stability Assessment in Interconnected Microgrids
published 2021 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 14 citations
with Tong Huang, Sicun Gao, Xun Long
Planning of survivable nano-grids through jointly optimized water and electricity: The case of Colonias at the Texas-Mexico border
published 2020 · Applied Energy · 7 citations
with Mohammad Sadegh Modarresi, Bilal Abada, S. Sivaranjani, Shankararaman Chellam
Unsupervised Congestion Status Identification Using LMP Data
published 2020 · IEEE Transactions on Smart Grid · 24 citations
with Kedi Zheng, Qixin Chen, Yi Wang, Chongqing Kang
A Synchrophasor Data-Driven Method for Forced Oscillation Localization Under Resonance Conditions
published 2020 · IEEE Transactions on Power Systems · 52 citations · first circulated 2018
with Tong Huang, Nikolaos M. Freris, P. R. Kumar
Communication-free Voltage Regulation in Distribution Networks with Deep PV Penetration
published 2020 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 10 citations
with Rayan El Helou, Dileep Kalathil
Feature selection for probabilistic load forecasting via sparse penalized quantile regression
published 2019 · Journal of Modern Power Systems and Clean Energy · 35 citations
with Yi Wang, Dahua Gan, Ning Zhang, Chongqing Kang
Nonintrusive load monitoring in residential households with low-resolution data
published 2019 · Applied Energy · 48 citations
Robust Look-ahead Three-phase Balancing of Uncertain Distribution Loads
published 2019 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 15 citations · first circulated 2018
with Xinbo Geng, Swati Gupta
Scenario-Based Economic Dispatch With Tunable Risk Levels in High-Renewable Power Systems
published 2018 · IEEE Transactions on Power Systems · 68 citations
with Mohammad Sadegh Modarresi, Marco C. Campi, Simone Garatti, Algo Carè, Anupam A. Thatte, P. R. Kumar
An Online Detection Framework for Cyber Attacks on Automatic Generation Control
published 2018 · IEEE Transactions on Power Systems · 158 citations · first circulated 2017
with Tong Huang, Bharadwaj Satchidanandan, P. R. Kumar
Revenue Inadequacy With Demand Response Providers: A Critical Appraisal
published 2018 · IEEE Transactions on Smart Grid · 10 citations
with Hao Ming, Anupam A. Thatte
Month ahead average daily electricity price profile forecasting based on a hybrid nonlinear regression and SVM model: an ERCOT case study
published 2018 · Journal of Modern Power Systems and Clean Energy · 47 citations
Impact of Data Quality in Home Energy Management System on Distribution System State Estimation
published 2018 · IEEE Access · 19 citations
with Jeong Won Kang, Dae-Hyun Choi
Reserves from Controllable Swimming Pool Pumps: Reliability Assessment and Operational Planning
published 2018 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 10 citations
with Mohammad Sadegh Modarresi, Chanan Singh
Mitigation of Power System Forced Oscillations: An E-STATCOM Approach
published 2017 · IEEE Access · 39 citations
with Shuang Feng, Xi Wu, Ping Jiang, Jiaxing Lei
Scenario-Based Economic Dispatch With Uncertain Demand Response
published 2017 · IEEE Transactions on Smart Grid · 93 citations
with Hao Ming, Marco C. Campi, Simone Garatti, P. R. Kumar
Prioritization of PMU Location and Signal Selection for Monitoring Critical Power System Oscillations
published 2017 · IEEE Transactions on Power Systems · 27 citations
with Tong Huang, Meng Wu
Online Detection of False Data Injection Attacks to Synchrophasor Measurements: A Data-Driven Approach
published 2017 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 13 citations
with Meng Wu
Online Detection of Low-Quality Synchrophasor Measurements: A Data-Driven Approach
published 2016 · IEEE Transactions on Power Systems · 85 citations
with Meng Wu
The incidence and drug resistance of Clostridium difficile infection in Mainland China: a systematic review and meta-analysis
published 2016 · Scientific Reports · 71 citations
with Chenjie Tang, Lunbiao Cui, Yuqiao Xu, Pengfei Sun, Chengcheng Liu, Wenying Xia, Genyan Liu
Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by a Load Serving Entity
published 2016 · IEEE Transactions on Power Systems · 35 citations
with Abhishek Halder, Xinbo Geng, P. R. Kumar
A framework for sensitivity analysis of data errors on home energy management system
published 2016 · Energy · 16 citations
with Dae-Hyun Choi
Guest Editorial Big Data Analytics for Grid Modernization
published 2016 · IEEE Transactions on Smart Grid · 52 citations
with Tao Hong, Chen Chen, Jianwei Huang, Ning Lü, Hamidreza Zareipour
Data Perturbation-Based Sensitivity Analysis of Real-Time Look-Ahead Economic Dispatch
published 2016 · IEEE Transactions on Power Systems · 20 citations
with Dae-Hyun Choi
Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations
published 2016 · IEEE Transactions on Smart Grid · 6 citations
with Ali Tajer, Ian Dobson, Soummya Kar, Javad Lavaei
Stochastic Look-Ahead Economic Dispatch With Variable Generation Resources
published 2016 · IEEE Transactions on Power Systems · 99 citations
with Yingzhong Gu
Economic Impact Assessment of Topology Data Attacks With Virtual Bids
published 2016 · IEEE Transactions on Smart Grid · 32 citations
with Dae-Hyun Choi
A Transient Stability Assessment Framework in Power Electronic-Interfaced Distribution Systems
published 2016 · IEEE Transactions on Power Systems · 80 citations
with Yun Zhang
Multi-time Scale Coordination of Distributed Energy Resources in Isolated Power Systems
published 2016 · IEEE Transactions on Smart Grid · 62 citations
with Ebony T. Mayhorn, Karen L. Butler-Purry
Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach
published 2016 · IEEE Transactions on Power Systems · 36 citations
with Xinbo Geng
A Metric and Market Construct of Inter-Temporal Flexibility in Time-Coupled Economic Dispatch
published 2015 · IEEE Transactions on Power Systems · 89 citations
with Anupam A. Thatte
Interactive Control of Coupled Microgrids for Guaranteed System-Wide Small Signal Stability
published 2015 · IEEE Transactions on Smart Grid · 112 citations
with Yun Zhang, Qifeng Ding
A Study on The Impact of Wind Farm Spatial Distribution on Power System Sub-Synchronous Oscillations
published 2015 · IEEE Transactions on Power Systems · 83 citations
with Meng Wu, Lin Cheng, Rongfu Sun
A decomposition method for network-constrained unit commitment with AC power flow constraints
published 2015 · Energy · 53 citations
Energy Coupon
published 2015 · ACM SIGMETRICS Performance Evaluation Review · 18 citations
with Jian Li, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay Subramanian
Singular Value Sensitivity Based Optimal Control of Embedded VSC-HVDC for Steady-State Voltage Stability Enhancement
published 2015 · IEEE Transactions on Power Systems · 51 citations
with Omar A. Urquidez
Decentralized Multi-Area Economic Dispatch via Dynamic Multiplier-Based Lagrangian Relaxation
published 2014 · IEEE Transactions on Power Systems · 117 citations
Online Dynamic Security Assessment of Microgrid Interconnections in Smart Distribution Systems
published 2014 · IEEE Transactions on Power Systems · 92 citations
with Yun Zhang
Power Curve Estimation With Multivariate Environmental Factors for Inland and Offshore Wind Farms
published 2014 · Journal of the American Statistical Association · 114 citations
with Giwhyun Lee, Yu Ding, Marc G. Genton
Smart Targeted Planning of VSC-Based Embedded HVDC via Line Shadow Price Weighting
published 2014 · IEEE Transactions on Smart Grid · 14 citations
with Omar A. Urquidez
Dimensionality Reduction of Synchrophasor Data for Early Event Detection: Linearized Analysis
published 2014 · IEEE Transactions on Power Systems · 272 citations
with Yang Chen, P. R. Kumar
Space-time wind speed forecasting for improved power system dispatch
published 2014 · Test · 45 citations
with Xinxin Zhu, Marc G. Genton, Yingzhong Gu
Sensitivity Analysis of Real-Time Locational Marginal Price to SCADA Sensor Data Corruption
published 2014 · IEEE Transactions on Power Systems · 34 citations
with Dae-Hyun Choi
Short-Term Spatio-Temporal Wind Power Forecast in Robust Look-ahead Power System Dispatch
published 2013 · IEEE Transactions on Smart Grid · 228 citations
with Yingzhong Gu, Xinxin Zhu, Marc G. Genton
Fast Sensitivity Analysis Approach to Assessing Congestion Induced Wind Curtailment
published 2013 · IEEE Transactions on Power Systems · 74 citations
with Yingzhong Gu
Risk Measure Based Robust Bidding Strategy for Arbitrage Using a Wind Farm and Energy Storage
published 2013 · IEEE Transactions on Smart Grid · 150 citations
with Anupam A. Thatte, Daniel Viassolo, Sunita Singh
Ramp-Induced Data Attacks on Look-Ahead Dispatch in Real-Time Power Markets
published 2013 · IEEE Transactions on Smart Grid · 73 citations
with Dae-Hyun Choi
Coupon Incentive-Based Demand Response: Theory and Case Study
published 2012 · IEEE Transactions on Power Systems · 354 citations
Early Detection and Optimal Corrective Measures of Power System Insecurity in Enhanced Look-Ahead Dispatch
published 2012 · IEEE Transactions on Power Systems · 42 citations
with Yingzhong Gu
Fully Distributed State Estimation for Wide-Area Monitoring Systems
published 2012 · IEEE Transactions on Smart Grid · 307 citations
with Dae-Hyun Choi, Soummya Kar, H. Vincent Poor
A Randomized Response Model for Privacy Preserving Smart Metering
published 2012 · IEEE Transactions on Smart Grid · 79 citations
with Shuang Wang, Lijuan Cui, Jialan Que, Dae-Hyun Choi, Xiaoqian Jiang, Samuel Cheng
Towards a Unified Operational Value Index of Energy Storage in Smart Grid Environment
published 2012 · IEEE Transactions on Smart Grid · 71 citations
with Anupam A. Thatte
Distributed Online Monitoring of Quasi-Static Voltage Collapse in Multi-Area Power Systems
published 2012 · IEEE Transactions on Power Systems · 37 citations
with Yang Chen, Huaiwei Liao
Coordinated Energy Cost Management of Distributed Internet Data Centers in Smart Grid
published 2011 · IEEE Transactions on Smart Grid · 100 citations
with Lei Rao, Xue Liu, Wenyu Liu
Integrity Data Attacks in Power Market Operations
published 2011 · IEEE Transactions on Smart Grid · 491 citations
with Yilin Mo, Bruno Sinopoli
Hedging Against Uncertainty: A Tale of Internet Data Center Operations Under Smart Grid Environment
published 2011 · IEEE Transactions on Smart Grid · 67 citations
with Lei Rao, Xue Liu, Zhan Pang
Efficient Coordination of Wind Power and Price-Responsive Demand—Part I: Theoretical Foundations
published 2011 · IEEE Transactions on Power Systems · 167 citations
with Marija Ilić, Jhi-Young Joo
Efficient Coordination of Wind Power and Price-Responsive Demand—Part II: Case Studies
published 2011 · IEEE Transactions on Power Systems · 48 citations
with Marija Ilić, Jhi-Young Joo
Additive Local-stochastic Volatility Model in Equity Market
published 2011 · Energy Procedia
with Yang Chen, Shenghong Li
Adaptive Gaussian Process for Short-Term Wind Speed Forecasting
published 2010 · Frontiers in artificial intelligence and applications · 34 citations
with Xiaoqian Jiang, Dong Bing, Latanya Sweeney
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