Le Xie
Orcid: 0000-0002-9810-948XAffiliations:
- Texas A&M University, Department of Electrical and Computer Engineering, College Station, TX, USA
- Carnegie Mellon University, Department of Electrical and Computer Engineering, Pittsburgh, PA, USA (PhD 2009)
According to our database1,
Le Xie
authored at least 118 papers
between 2008 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
LLM-Based Adaptive Distribution Voltage Regulation Under Frequent Topology Changes: An In-Context MPC Framework.
IEEE Trans. Smart Grid, September, 2025
Proc. IEEE, March, 2025
2024
An Active Learning-Based Approach for Hosting Capacity Analysis in Distribution Systems.
IEEE Trans. Smart Grid, January, 2024
Robust Dynamic Watermarking for Cyber-Physical Security of Inverter-Based Resources in Power Distribution Systems.
IEEE Trans. Ind. Electron., 2024
PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems.
CoRR, 2024
An Econometric Analysis of Large Flexible Cryptocurrency-mining Consumers in Electricity Markets.
CoRR, 2024
CoRR, 2024
Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector.
CoRR, 2024
Predicting DC-Link Capacitor Current Ripple in AC-DC Rectifier Circuits Using Fine-Tuned Large Language Models.
Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society, 2024
Optimization of Cryptocurrency Mining Demand for Ancillary Services in Electricity Markets.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Proc. IEEE, July, 2023
IEEE Trans. Smart Grid, March, 2023
Electromagnetic Transient Model of Cryptocurrency Mining Loads for Low-Voltage Ride Through Assessment in Transmission Grids.
CoRR, 2023
Efficient Scenario Generation for Chance-constrained Economic Dispatch Considering Ambient Wind Conditions.
CoRR, 2023
Impact of Climate Simulation Resolutions on Future Energy System Reliability Assessment: A Texas Case Study.
CoRR, 2023
CoRR, 2023
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
A Neural Lyapunov Approach to Transient Stability Assessment of Power Electronics-Interfaced Networked Microgrids.
IEEE Trans. Smart Grid, 2022
Computing Essential Sets for Convex and Nonconvex Scenario Problems: Theory and Application.
IEEE Trans. Control. Netw. Syst., 2022
Proc. IEEE, 2022
Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality.
Patterns, 2022
High Resolution Modeling and Analysis of Cryptocurrency Mining's Impact on Power Grids: Carbon Footprint, Reliability, and Electricity Price.
CoRR, 2022
Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality.
CoRR, 2022
Distributed Learning of Neural Lyapunov Functions for Large-Scale Networked Dissipative Systems.
CoRR, 2022
Modeling and Analysis of Utilizing Cryptocurrency Mining for Demand Flexibility in Electric Energy Systems: A Synthetic Texas Grid Case Study.
CoRR, 2022
The Impact of Heavy-Duty Vehicle Electrification on Large Power Grids: a Synthetic Texas Case Study.
CoRR, 2022
PyProD: A Machine Learning-Friendly Platform for Protection Analytics in Distribution Systems.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
2021
IEEE Trans. Smart Grid, 2021
Privacy-Preserving Energy Management of a Shared Energy Storage System for Smart Buildings: A Federated Deep Reinforcement Learning Approach.
Sensors, 2021
CoRR, 2021
PSML: A Multi-scale Time-series Dataset for Machine Learning in Decarbonized Energy Grids.
CoRR, 2021
An Efficient Network Solver for Dynamic Simulation of Power Systems Based on Hierarchical Inverse Computation and Modification.
CoRR, 2021
A Neural Lyapunov Approach to Transient Stability Assessment in Interconnected Microgrids.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
Distributed Learning-based Stability Assessment for Large Scale Networks of Dissipative Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Transient Stability Assessment of Networked Microgrids Using Neural Lyapunov Methods.
CoRR, 2020
CoRR, 2020
Fully Decentralized Reinforcement Learning-based Control of Photovoltaics in Distribution Grids for Joint Provision of Real and Reactive Power.
CoRR, 2020
A Holistic Framework for Parameter Coordination of Interconnected Microgrids against Disasters.
CoRR, 2020
A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the U.S. Electricity Sector.
CoRR, 2020
CoRR, 2020
Communication-free Voltage Regulation in Distribution Networks with Deep PV Penetration.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
A Privacy Preserving Model-Free Optimization and Control Framework for Demand Response from Residential Thermal Loads.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Mixed Voltage Angle and Frequency Droop Control for Transient Stability of Interconnected Microgrids with Loss of PMU Measurements.
Proceedings of the 2020 American Control Conference, 2020
2019
IEEE Trans. Smart Grid, 2019
IEEE Trans. Smart Grid, 2019
A General Scenario Theory For Security-Constrained Unit Commitment With Probabilistic Guarantees.
CoRR, 2019
Data-driven decision making in power systems with probabilistic guarantees: Theory and applications of chance-constrained optimization.
Annu. Rev. Control., 2019
Fast Electromagnetic Transient Simulation Based on Hierarchical Low-Rank Approximation.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019
GAN-based Model for Residential Load Generation Considering Typical Consumption Patterns.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019
Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
IEEE Trans. Smart Grid, 2018
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018
Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem.
IEEE Trans. Autom. Control., 2018
IEEE Syst. J., 2018
CoRR, 2018
Distributed Mixed Voltage Angle and Frequency Droop Control of Microgrid Interconnections with Loss of Distribution-PMU Measurements.
CoRR, 2018
Mixed Voltage Angle and Frequency Droop Control for Transient Stability of Interconnected Microgrids.
CoRR, 2018
Impact of Data Quality in Home Energy Management System on Distribution System State Estimation.
IEEE Access, 2018
IEEE Access, 2018
Reserves from Controllable Swimming Pool Pumps: Reliability Assessment and Operational Planning.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018
2017
Multi-Time Scale Coordination of Distributed Energy Resources in Isolated Power Systems.
IEEE Trans. Smart Grid, 2017
CoRR, 2017
Proceedings of the Eighth International Conference on Future Energy Systems, 2017
2016
Interactive Control of Coupled Microgrids for Guaranteed System-Wide Small Signal Stability.
IEEE Trans. Smart Grid, 2016
Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations.
IEEE Trans. Smart Grid, 2016
IEEE Trans. Smart Grid, 2016
Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by A Load Serving Entity.
CoRR, 2016
Online identification of bad synchrophasor measurements via spatio-temporal correlations.
Proceedings of the Power Systems Computation Conference, 2016
Managing System Ramp Flexibility by Utilizing Price-Responsive Demand: An Empirical Assessment.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
Persistent-homology-based detection of power system low-frequency oscillations using PMUs.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
IEEE Trans. Smart Grid, 2015
A Theory for the Operation of the Independent System Operator in a Smart Grid with Stochastic Renewables, Demand Response and Storage.
CoRR, 2015
A control system framework for privacy preserving demand response of thermal inertial loads.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015
Multi-stage coupon incentive-based demand response in two-settlement electricity markets.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
A theory for the economic operation of a smart grid with stochastic renewables, demand response and storage.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Automated vulnerability analysis of AC state estimation under constrained false data injection in electric power systems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
Short-Term Spatio-Temporal Wind Power Forecast in Robust Look-ahead Power System Dispatch.
IEEE Trans. Smart Grid, 2014
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014
Proceedings of the 2014 Power Systems Computation Conference, 2014
Power system event classification via dimensionality reduction of synchrophasor data.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
Optimal demand response for thermal inertial loads employing stochastic renewables: A privacy respecting architecture and its continuum scaling limit.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Integrating PMU-data-driven and physics-based analytics for power systems operations.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Risk Measure Based Robust Bidding Strategy for Arbitrage Using a Wind Farm and Energy Storage.
IEEE Trans. Smart Grid, 2013
IEEE Trans. Smart Grid, 2013
Large population optimal demand response for thermostatically controlled inertial loads.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Impact analysis of locational marginal price subject to power system topology errors.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Reliability Assessment at Day-Ahead Operating Stage in Power Systems with Wind Generation.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
On the optimality of de-synchronized demand response with stochastic renewables and inertial thermal loads.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
2012
IEEE Trans. Smart Grid, 2012
IEEE Trans. Smart Grid, 2012
Towards a Unified Operational Value Index of Energy Storage in Smart Grid Environment.
IEEE Trans. Smart Grid, 2012
Coordinated Energy Cost Management of Distributed Internet Data Centers in Smart Grid.
IEEE Trans. Smart Grid, 2012
Malicious ramp-induced temporal data attack in power market with look-ahead dispatch.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
Proceedings of the 2012 International Conference on Connected Vehicles and Expo, 2012
Proceedings of the 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems, 2012
2011
Hedging Against Uncertainty: A Tale of Internet Data Center Operations Under Smart Grid Environment.
IEEE Trans. Smart Grid, 2011
Proc. IEEE, 2011
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011
2010
Modeling of Future Cyber-Physical Energy Systems for Distributed Sensing and Control.
IEEE Trans. Syst. Man Cybern. Part A, 2010
Structure-preserving dynamical model and distributed stabilisation of electricity infrastructures with renewable energy resources.
Int. J. Crit. Infrastructures, 2010
Minimizing Electricity Cost: Optimization of Distributed Internet Data Centers in a Multi-Electricity-Market Environment.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the ECAI 2010, 2010
2008
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2008 Workshops), 2008