HR job title
- Professor
- Contact Info
- 1 979 845 7563
- Websites
Xie, Le Professor
Positions
- Associate Professor, Electrical and Computer Engineering, College of Engineering
- Assistant Director, Energy Institute, Texas A&M Engineering Experiment Station (TEES)
- Faculty Affiliate, Energy Institute, Texas A&M Engineering Experiment Station (TEES)
My research interest includes modeling and control of large-scale complex systems, smart grid applications in support of renewable energy integration, and electricity markets.
- Overview
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- Research
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Overview
Publications
selected publications
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academic article
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Lee, K., Zhao, P., Bhattacharya, A., Mallick, B. K., & Xie, L. e.
(2024).
An Active Learning-Based Approach for Hosting Capacity Analysis in Distribution Systems. IEEE Transactions on Smart Grid.
15(1), 617-626.
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Ibrahim, H., Kim, J., Ramos-Ruiz, J., Ko, W. H., Huang, T., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2024).
Detection of Cyber Attacks in Grid-tied PV Systems Using Dynamic Watermarking. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS.
PP(99), 1-10.
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Tan, B., Zhao, J., & Xie, L. e.
(2023).
Transferable Deep Kernel Emulator for Probabilistic Load Margin Assessment With Topology Changes, Uncertain Renewable Generations and Loads. IEEE TRANSACTIONS ON POWER SYSTEMS.
38(6), 5740-5754.
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Menati, A., Zheng, X., Lee, K., Shi, R., Du, P., Singh, C., & Xie, L. e.
(2023).
High resolution modeling and analysis of cryptocurrency minings impact on power grids: Carbon footprint, reliability, and electricity price. 10, 100136-100136.
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Ruan, G., Yu, Z., Pu, S., Zhou, S., Zhong, H., Xie, L. e., Xia, Q., & Kang, C.
(2023).
Open-Access Data and Toolbox for Tracking COVID-19 Impact on Power Systems. IEEE TRANSACTIONS ON POWER SYSTEMS.
38(2), 1619-1631.
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El Helou, R., Lee, K., Wu, D., Xie, L. e., Shakkottai, S., & Subramanian, V.
(2023).
OpenGridGym: An Open-Source AI-Friendly Toolkit for Distribution Market Simulation. IEEE Transactions on Smart Grid.
14(2), 1555-1565.
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Ko, W., Ramos-Ruiz, J. A., Huang, T., Kim, J., Ibrahim, H., Enjeti, P. N., Kumar, P. R., & Xie, L. e.
(2023).
Robust Dynamic Watermarking for Cyber-Physical Security of Inverter-Based Resources in Power Distribution Systems. IEEE Transactions on Industrial Electronics.
PP(99), 1-11.
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Xie, L. e., Huang, T., Zheng, X., Liu, Y., Wang, M., Vittal, V., ... Cui, Y. i.
(2022).
Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality. Patterns.
3(12), 100640-100640.
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Xie, L. e., Huang, T., Kumar, P. R., Thatte, A. A., & Mitter, S. K.
(2022).
On an Information and Control Architecture for Future Electric Energy Systems. Proceedings of the Institute of Electrical and Electronics Engineers (IEEE).
110(12), 1940-1962.
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Wu, D., Zheng, X., Menati, A., Smith, L., Xia, B., Xu, Y., Singh, C., & Xie, L. e.
(2022).
How much demand flexibility could have spared texas from the 2021 outage?. 7, 100106-100106.
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Zheng, X., Xu, N., Trinh, L., Wu, D., Huang, T., Sivaranjani, S., Liu, Y., & Xie, L. e.
(2022).
A multi-scale time-series dataset with benchmark for machine learning in decarbonized energy grids. Scientific data.
9(1), 359.
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Helou, R. E., Sivaranjani, S., Kalathil, D., Schaper, A., & Xie, L. e.
(2022).
The impact of heavy-duty vehicle electrification on large power grids: A synthetic Texas case study. 6, 100093-100093.
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Yan, C., Geng, X., Bie, Z., & Xie, L. e.
(2022).
Two-stage robust energy storage planning with probabilistic guarantees: A data-driven approach. APPLIED ENERGY.
313, 118623-118623.
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Geng, X., Xie, L. e., & Modarresi, M. S.
(2022).
Computing Essential Sets for Convex and Nonconvex Scenario Problems: Theory and Application. IEEE Transactions on Control of Network Systems.
9(1), 269-281.
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Lee, K., Geng, X., Sivaranjani, S., Xia, B., Ming, H., Shakkottai, S., & Xie, L. e.
(2022).
Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets. iScience.
25(2), 103723-103723.
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Huang, T., Gao, S., & Xie, L. e.
(2022).
A Neural Lyapunov Approach to Transient Stability Assessment of Power Electronics-Interfaced Networked Microgrids. IEEE Transactions on Smart Grid.
13(1), 106-118.
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Zheng, X., Wu, D., Watts, L., Pistikopoulos, E. N., & Xie, L. e.
(2022).
Analyzing Extreme Events in Power Systems. IEEE Power and Energy Magazine.
20(6), 47-55.
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Wu, D., Kalathil, D., Begovic, M. M., Ding, K., & Xie, L. e.
(2022).
Deep Reinforcement Learning-Based Robust Protection in DER-Rich Distribution Grids. IEEE Power and Energy Technology Systems Journal.
9, 537-548.
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Xie, L. e., Zheng, X., Sun, Y., Huang, T., & Bruton, T.
(2022).
Massively Digitized Power Grid: Opportunities and Challenges of Use-Inspired AI. Proceedings of the Institute of Electrical and Electronics Engineers (IEEE).
PP(99), 1-26.
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Ramos-Ruiz, J. A., Wang, B., Chou, H., Enjeti, P., & Xie, L. e.
(2021).
Power Electronics Intelligence at the Network Edge (PINE)-An Approach to Interface PV and Battery Energy Storage Systems at the Grid Edge. IEEE journal of emerging and selected topics in power electronics.
9(5), 5219-5227.
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Huang, T., Ramos-Ruiz, J., Ko, W., Kim, J., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2021).
Enabling Secure Peer-to-Peer Energy Transactions Through Dynamic Watermarking in Electric Distribution Grids Defending the distribution system against sophisticated cyberattacks with a provable guarantee. IEEE Electrification Magazine.
9(3), 55-64.
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Lee, S., Xie, L. e., & Choi, D.
(2021).
Privacy-Preserving Energy Management of a Shared Energy Storage System for Smart Buildings: A Federated Deep Reinforcement Learning Approach. Sensors.
21(14), 4898-4898.
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Venkatraman, A., Thatte, A. A., & Xie, L. e.
(2021).
A smart meter data-driven distribution utility rate model for networks with prosumers. Utilities Policy.
70, 101212-101212.
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Zhang, L. u., Wang, B., Zheng, X., Shi, W., Kumar, P. R., & Xie, L. e.
(2021).
A Hierarchical Low-Rank Approximation Based Network Solver for EMT Simulation. IEEE Transactions on Power Delivery.
36(1), 280-288.
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El Helou, R., Kalathil, D., & Xie, L. e.
(2021).
Fully Decentralized Reinforcement Learning-Based Control of Photovoltaics in Distribution Grids for Joint Provision of Real and Reactive Power. IEEE Power and Energy Technology Systems Journal.
8, 175-185.
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Zheng, X., Wang, B., Kalathil, D., & Xie, L. e.
(2021).
Generative Adversarial Networks-Based Synthetic PMU Data Creation for Improved Event Classification. IEEE Power and Energy Technology Systems Journal.
8, 68-76.
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Zheng, K., Chen, Q., Wang, Y. i., Kang, C., & Xie, L. e.
(2021).
Unsupervised Congestion Status Identification Using LMP Data. IEEE Transactions on Smart Grid.
12(1), 726-736.
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Snodgrass, J., & Xie, L. e.
(2020).
Overvoltage analysis and protection of lightning arresters in distribution systems with distributed generation. International Journal of Electrical Power and Energy Systems.
123, 106209-106209.
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Ruan, G., Wu, D., Zheng, X., Zhong, H., Kang, C., Dahleh, M. A., Sivaranjani, S., & Xie, L. e.
(2020).
A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the US Electricity Sector. Joule.
4(11), 2322-2337.
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Modarresi, M. S., Abada, B., Sivaranjani, S., Xie, L. e., & Chellam, S.
(2020).
Planning of survivable nano-grids through jointly optimized water and electricity: The case of Colonias at the Texas-Mexico border. APPLIED ENERGY.
278, 115586-115586.
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Huang, T., Freris, N. M., Kumar, P. R., & Xie, L. e.
(2020).
A Synchrophasor Data-Driven Method for Forced Oscillation Localization Under Resonance Conditions. IEEE TRANSACTIONS ON POWER SYSTEMS.
35(5), 3927-3939.
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Chen, X., Tang, J., Li, W., & Xie, L. e.
(2020).
Operational reliability and economy evaluation of reusing retired batteries in composite power systems. International Journal of Energy Research.
44(5), 3657-3673.
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Modarresi, M. S., Xie, L. e., Campi, M. C., Garatti, S., Care, A., Thatte, A. A., & Kumar, P. R.
(2019).
Scenario-Based Economic Dispatch With Tunable Risk Levels in High-Renewable Power Systems. IEEE TRANSACTIONS ON POWER SYSTEMS.
34(6), 5103-5114.
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Ming, H., Thatte, A. A., & Xie, L. e.
(2019).
Revenue Inadequacy With Demand Response Providers: A Critical Appraisal. IEEE Transactions on Smart Grid.
10(3), 3282-3291.
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Ming, H., Xie, L. e., Campi, M. C., Garatti, S., & Kumar, P. R.
(2019).
Scenario-Based Economic Dispatch With Uncertain Demand Response. IEEE Transactions on Smart Grid.
10(2), 1858-1868.
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Huang, T., Satchidanandan, B., Kumar, P. R., & Xie, L. e.
(2018).
An Online Detection Framework for Cyber Attacks on Automatic Generation Control. IEEE TRANSACTIONS ON POWER SYSTEMS.
33(6), 6816-6827.
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Singh, R., Kumar, P. R., & Xie, L. e.
(2018).
Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem. IEEE Transactions on Automatic Control.
63(10), 3206-3220.
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Huang, T., Wu, M., & Xie, L. e.
(2018).
Prioritization of PMU Location and Signal Selection for Monitoring Critical Power System Oscillations. IEEE TRANSACTIONS ON POWER SYSTEMS.
33(4), 3919-3929.
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Choi, D., & Xie, L. e.
(2018).
Economic Impact Assessment of Topology Data Attacks With Virtual Bids. IEEE Transactions on Smart Grid.
9(2), 512-520.
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Kang, J., Xie, L. e., & Choi, D.
(2018).
Impact of Data Quality in Home Energy Management System on Distribution System State Estimation. 6, 11024-11037.
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Feng, S., Wu, X. i., Jiang, P., Xie, L. e., & Lei, J.
(2018).
Mitigation of Power System Forced Oscillations: An E-STATCOM Approach. IEEE Access.
6, 31599-31608.
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Halder, A., Geng, X., Kumar, P. R., & Xie, L. e.
(2017).
Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by a Load Serving Entity. IEEE TRANSACTIONS ON POWER SYSTEMS.
32(4), 3275-3286.
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Wu, M., & Xie, L. e.
(2017).
Online Detection of Low-Quality Synchrophasor Measurements: A Data-Driven Approach. IEEE TRANSACTIONS ON POWER SYSTEMS.
32(4), 2817-2827.
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Choi, D., & Xie, L. e.
(2017).
Data Perturbation-Based Sensitivity Analysis of Real-Time Look-Ahead Economic Dispatch. IEEE TRANSACTIONS ON POWER SYSTEMS.
32(3), 2072-2082.
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Geng, X., & Xie, L. e.
(2017).
Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach. IEEE TRANSACTIONS ON POWER SYSTEMS.
32(2), 1127-1138.
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Mayhorn, E., Xie, L. e., & Butler-Purry, K.
(2017).
Multi-Time Scale Coordination of Distributed Energy Resources in Isolated Power Systems. IEEE Transactions on Smart Grid.
8(2), 998-1005.
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Gu, Y., & Xie, L. e.
(2017).
Stochastic Look-Ahead Economic Dispatch With Variable Generation Resources. IEEE TRANSACTIONS ON POWER SYSTEMS.
32(1), 17-29.
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Choi, D., & Xie, L. e.
(2016).
A framework for sensitivity analysis of data errors on home energy management system. Energy.
117, 166-175.
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Thatte, A. A., & Xie, L. e.
(2016).
A Metric and Market Construct of Inter-Temporal Flexibility in Time-Coupled Economic Dispatch. 31(5), 3437-3446.
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Hong, T., Chen, C., Huang, J., Lu, N., Xie, L. e., & Zareipour, H.
(2016).
Big Data Analytics for Grid Modernization. IEEE Transactions on Smart Grid.
7(5), 2395-2396.
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Tajer, A., Dobson, I., Kar, S., Lavaei, J., & Xie, L. e.
(2016).
The Theory of Complex Systems With Applications to Smart Grid Operations. 7(4), 1949-1950.
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Zhang, Y., Xie, L. e., & Ding, Q.
(2016).
Interactive Control of Coupled Microgrids for Guaranteed System-Wide Small Signal Stability. 7(2), 1088-1096.
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Lai, X., Xie, L. e., Xia, Q., Zhong, H., & Kang, C.
(2015).
Decentralized Multi-Area Economic Dispatch via Dynamic Multiplier-Based Lagrangian Relaxation. IEEE TRANSACTIONS ON POWER SYSTEMS.
30(6), 3225-3233.
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Zhang, Y., & Xie, L. e.
(2015).
Online Dynamic Security Assessment of Microgrid Interconnections in Smart Distribution Systems. IEEE TRANSACTIONS ON POWER SYSTEMS.
30(6), 3246-3254.
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Bai, Y., Zhong, H., Xia, Q., Kang, C., & Xie, L. e.
(2015).
A decomposition method for network-constrained unit commitment with AC power flow constraints. Energy.
88, 595-603.
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Lee, G., Ding, Y. u., Xie, L. e., & Genton, M. G.
(2015).
A kernel plus method for quantifying wind turbine performance upgrades. Wind Energy.
18(7), 1207-1219.
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Zhong, H., Xia, Q., Xia, Y. e., Kang, C., Xie, L. e., He, W., & Zhang, H.
(2015).
Integrated dispatch of generation and load: A pathway towards smart grids. Electric Power Systems Research.
120, 206-213.
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Xie, L. e., & Cui, S.
(2015).
SMART GRID COMMUNICATIONS. 12(3), III-IV.
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Lee, G., Ding, Y. u., Genton, M. G., & Xie, L. e.
(2015).
Power Curve Estimation With Multivariate Environmental Factors for Inland and Offshore Wind Farms. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.
110(509), 56-67.
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Yang, C., Thatte, A. A., & Xie, L. e.
(2015).
Multitime-Scale Data-Driven Spatio-Temporal Forecast of Photovoltaic Generation. IEEE Transactions on Sustainable Energy.
6(1), 104-112.
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Urquidez, O. A., & Xie, L. e.
(2015).
Smart Targeted Planning of VSC-Based Embedded HVDC via Line Shadow Price Weighting. IEEE Transactions on Smart Grid.
6(1), 431-440.
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Xie, L. e., Chen, Y., & Kumar, P. R.
(2014).
Dimensionality Reduction of Synchrophasor Data for Early Event Detection: Linearized Analysis. IEEE TRANSACTIONS ON POWER SYSTEMS.
29(6), 2784-2794.
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Choi, D., & Xie, L. e.
(2014).
Sensitivity Analysis of Real-Time Locational Marginal Price to SCADA Sensor Data Corruption. IEEE TRANSACTIONS ON POWER SYSTEMS.
29(3), 1110-1120.
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Zhu, X., Genton, M. G., Gu, Y., & Xie, L. e.
(2014).
Space-time wind speed forecasting for improved power system dispatch. Test.
23(1), 1-25.
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Gu, Y., & Xie, L. e.
(2014).
Fast Sensitivity Analysis Approach to Assessing Congestion Induced Wind Curtailment. 29(1), 101-110.
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Xie, L. e., Gu, Y., Zhu, X., & Genton, M. G.
(2014).
Short-Term Spatio-Temporal Wind Power Forecast in Robust Look-ahead Power System Dispatch. IEEE Transactions on Smart Grid.
5(1), 511-520.
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Thatte, A. A., Xie, L. e., Viassolo, D. E., & Singh, S.
(2013).
Risk Measure Based Robust Bidding Strategy for Arbitrage Using a Wind Farm and Energy Storage. IEEE Transactions on Smart Grid.
4(4), 2191-2199.
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Choi, D., & Xie, L. e.
(2013).
Ramp-Induced Data Attacks on Look-Ahead Dispatch in Real-Time Power Markets. IEEE Transactions on Smart Grid.
4(3), 1235-1243.
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Falahi, M., Chou, H., Ehsani, M., Xie, L. e., & Butler-Purry, K. L.
(2013).
Potential Power Quality Benefits of Electric Vehicles. IEEE Transactions on Sustainable Energy.
4(4), 1016-1023.
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Zhong, H., Xie, L. e., & Xia, Q.
(2013).
Coupon Incentive-Based Demand Response: Theory and Case Study. IEEE TRANSACTIONS ON POWER SYSTEMS.
28(2), 1266-1276.
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Gu, Y., & Xie, L. e.
(2013).
Early Detection and Optimal Corrective Measures of Power System Insecurity in Enhanced Look-Ahead Dispatch. IEEE TRANSACTIONS ON POWER SYSTEMS.
28(2), 1297-1307.
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Xie, L. e., Chen, Y., & Liao, H.
(2012).
Distributed Online Monitoring of Quasi-Static Voltage Collapse in Multi-Area Power Systems. IEEE TRANSACTIONS ON POWER SYSTEMS.
27(4), 2271-2279.
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Wang, S., Cui, L., Que, J., Choi, D., Jiang, X., Cheng, S., & Xie, L. e.
(2012).
A Randomized Response Model For Privacy Preserving Smart Metering. IEEE Transactions on Smart Grid.
3(2), 1317-1324.
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Xie, L. e., Choi, D., Kar, S., & Poor, H. V.
(2012).
Fully Distributed State Estimation for Wide-Area Monitoring Systems. IEEE Transactions on Smart Grid.
3(3), 1154-1169.
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Thatte, A. A., & Xie, L. e.
(2012).
Towards a Unified Operational Value Index of Energy Storage in Smart Grid Environment. IEEE Transactions on Smart Grid.
3(3), 1418-1426.
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Xie, L. e., Gu, Y., Eskandari, A., & Ehsani, M.
(2012).
Fast MPC-Based Coordination of Wind Power and Battery Energy Storage Systems. Journal of Energy Engineering.
138(2), 43-53.
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Rao, L., Liu, X., Xie, L. e., & Liu, W.
(2012).
Coordinated Energy Cost Management of Distributed Internet Data Centers in Smart Grid. IEEE Transactions on Smart Grid.
3(1), 50-58.
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Xie, L. e., Mo, Y., & Sinopoli, B.
(2011).
Integrity Data Attacks in Power Market Operations. IEEE Transactions on Smart Grid.
2(4), 659-666.
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Ilic, M. D., Xie, L. e., & Joo, J.
(2011).
Efficient Coordination of Wind Power and Price-Responsive Demand-Part I: Theoretical Foundations. IEEE TRANSACTIONS ON POWER SYSTEMS.
26(4), 1875-1884.
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Ilic, M. D., Xie, L. e., & Joo, J.
(2011).
Efficient Coordination of Wind Power and Price-Responsive Demand-Part II: Case Studies. IEEE TRANSACTIONS ON POWER SYSTEMS.
26(4), 1885-1893.
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Rao, L., Liu, X., Xie, L. e., & Pang, Z.
(2011).
Hedging Against Uncertainty: A Tale of Internet Data Center Operations Under Smart Grid Environment. IEEE Transactions on Smart Grid.
2(3), 555-563.
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Ilic, M. D., Joo, J., Xie, L. e., Prica, M., & Rotering, N.
(2011).
A Decision-Making Framework and Simulator for Sustainable Electric Energy Systems. IEEE Transactions on Sustainable Energy.
2(1), 37-49.
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Xie, L. e., Carvalho, P., Ferreira, L., Liu, J., Krogh, B. H., Popli, N., & Ilic, M. D.
(2011).
Wind Integration in Power Systems: Operational Challenges and Possible Solutions. Proceedings of the Institute of Electrical and Electronics Engineers (IEEE).
99(1), 214-232.
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Ilic, M. D., Xie, L. e., Khan, U. A., & Moura, J.
(2010).
Modeling of Future Cyber-Physical Energy Systems for Distributed Sensing and Control. IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans.
40(4), 825-838.
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Xie, L. e., & Ilic, M. D.
(2010).
Structure-preserving dynamical model and distributed stabilisation of electricity infrastructures with renewable energy resources. International Journal of Critical Infrastructures.
6(2), 131-147.
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Lee, K., Zhao, P., Bhattacharya, A., Mallick, B. K., & Xie, L. e.
(2024).
An Active Learning-Based Approach for Hosting Capacity Analysis in Distribution Systems. IEEE Transactions on Smart Grid.
15(1), 617-626.
-
conference paper
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Zhang, L. u., Wang, B., Wu, D., Xie, L. e., Kumar, P. R., & Shi, W.
(2019).
Fast Electromagnetic Transient Simulation Based on Hierarchical Low-Rank Approximation. 1-5.
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Gu, Y., Chen, Q., Liu, K., Xie, L. e., & Kang, C.
(2019).
GAN-based Model for Residential Load Generation Considering Typical Consumption Patterns
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Zhou, Y., & Xie, L. e.
(2017).
Detection of Bad Data in Multi-area State Estimation. 1-6.
-
Modarresi, M. S., Huang, T., Ming, H., & Xie, L. e.
(2017).
Robust Phase Detection in Distribution Systems. 1-5.
-
Ming, H., & Xie, L. e.
(2016).
Revenue Adequacy of Wholesale Electricity Markets with Demand Response Providers. IEEE Power and Energy Society General Meeting.
1-5.
-
Wu, M., & Xie, L. e.
(2016).
Online Identification of Bad Synchrophasor Measurements via Spatio-temporal Correlations. 1-7.
-
Wiseman, B. P., Chen, Y., Xie, L. e., & Kumar, P. R.
(2016).
PMU-based Reduced-order Modeling of Power System Dynamics via Selective Modal Analysis. Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference.
1-5.
-
Thatte, A. A., Li, Y., & Xie, L. e.
(2016).
Managing System Ramp Flexibility by Utilizing Price-Responsive Demand: An Empirical Assessment. Proceedings of the Annual Hawaii International Conference on System Sciences.
2345-2353.
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Singh, R., Ma, K. e., Thatte, A. A., Kumar, P. R., & Xie, L. e.
(2015).
A Theory for the Economic Operation of a Smart Grid with Stochastic Renewables, Demand Response and Storage. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3778-3785.
-
Halder, A., Geng, X., Sharma, G., Xie, L. e., & Kumar, P. R.
(2015).
A Control System Framework for Privacy Preserving Demand Response of Thermal Inertial Loads. 181-186.
-
Geng, X., & Xie, L. e.
(2015).
A Data-driven Approach to Identifying System Pattern Regions in Market Operations. IEEE Power and Energy Society General Meeting.
1-5.
-
Chang, S., Xie, L. e., & Dumas, J.
(2015).
A Reserve Forecast-based Approach to Determining Credit Collateral Requirements in Electricity Markets. IEEE Power and Energy Society General Meeting.
1-5.
-
Thatte, A. A., & Xie, L. e.
(2015).
A Robust Model Predictive Control Approach to Coordinating Wind and Storage for Joint Energy Balancing and Frequency Regulation Services. IEEE Power and Energy Society General Meeting.
1-5.
-
An, J., Kumar, P. R., & Xie, L. e.
(2015).
On Transfer Function Modeling of Price Responsive Demand: An Empirical Study. IEEE Power and Energy Society General Meeting.
1-5.
-
Li, J., Xia, B., Geng, X., Ming, H., Shakkottai, S., Subramanian, V., & Xie, L. e.
(2015).
Energy Coupon. Performance Evaluation Review.
455-456.
-
Araujo, T. F., Uturbey, W., Monteiro, L. G., & Xie, L. e.
(2015).
Stochastic Unit Commitment in a Distribution System with Photovoltaic Power: Empirical Assessment. 1443-1447.
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Zhong, H., Xie, L. e., Xia, Q., Kang, C., & Rahman, S.
(2015).
Multi-stage Coupon Incentive-based Demand Response In Two-settlement Electricity Markets. 1-5.
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Gao, S., Xie, L. e., Solar-Lezama, A., Serpanos, D., & Shrobe, H.
(2015).
Automated Vulnerability Analysis of AC State Estimation under Constrained False Data Injection in Electric Power Systems. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
2613-2620.
-
Thatte, A. A., & Xie, L. e.
(2015).
A Two-layered Framework for Robust Dispatch with Transmission Constraints. Proceedings of the Annual Hawaii International Conference on System Sciences.
2507-2515.
-
Sharma, G., Xie, L. e., & Kumar, P. R.
(2014).
Optimal demand response for thermal inertial loads employing stochastic renewables: A privacy respecting architecture and its continuum scaling limit. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
358-363.
-
Ma, K. e., Xie, L. e., & Kumar, P. R.
(2014).
A Layered Architecture for EV Charging Stations Based on Time Scale Decomposition. 674-679.
-
Chen, Y., Xie, L. e., & Kumar, P. R.
(2014).
Integrating PMU-data-driven and Physics-based Analytics for Power Systems Operations. Conference record / Asilomar Conference on Signals, Systems & Computers. Asilomar Conference on Signals, Systems & Computers.
1127-1132.
-
Thatte, A. A., Choi, D., & Xie, L. e.
(2014).
Analysis of Locational Marginal Prices in Look-ahead Economic Dispatch. 1-7.
-
Modarresi, M. S., & Xie, L. e.
(2014).
An Operating Reserve Risk Map for Quantifiable Reliability Performances in Renewable Power Systems. IEEE Power and Energy Society General Meeting.
1-5.
-
Lai, X., Xia, Q., & Xie, L. e.
(2014).
Inter-area Power Exchange Preserving Multi-area Economic Dispatch. IEEE Power and Energy Society General Meeting.
1-5.
-
Yan, Q., Manickam, I., Kezunovic, M., & Xie, L. e.
(2014).
A Multi-tiered Real-time Pricing Algorithm for Electric Vehicle Charging Stations. 1-6.
-
Chen, Y., Xie, L. e., & Kumar, P. R.
(2014).
Power System Event Classification via Dimensionality Reduction of Synchrophasor Data. Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop.
57-60.
-
Ming, H., & Xie, L. e.
(2014).
Analysis of Coupon Incentive-Based Demand Response with Bounded Consumer Rationality. 1-6.
-
Urquidez, O. A., & Xie, L. e.
(2014).
Rectangular Representation of FACTS Devices in the ACOPF Problem. 1-6.
-
Thatte, A. A., Sun, X. A., & Xie, L. e.
(2014).
Robust Optimization Based Economic Dispatch for Managing System Ramp Requirement. Proceedings of the Annual Hawaii International Conference on System Sciences.
2344-2352.
-
Sharma, G., Xie, L. e., & Kumar, P. R.
(2013).
On the optimality of de-synchronized demand response with stochastic renewables and inertial thermal loads. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
6292-6297.
-
Choi, D., & Xie, L. e.
(2013).
Impact Analysis of Locational Marginal Price Subject to Power System Topology Errors. 55-60.
-
Sharma, G., Xie, L. e., & Kumar, P. R.
(2013).
Large population optimal demand response for thermostatically controlled inertial loads. 259-264.
-
Zhao, S., Xie, L. e., & Singh, C.
(2013).
Cross-correlation Study of Onshore/Offshore Wind Generation and Load in Texas. 1-5.
-
Kezunovic, M., Xie, L. e., & Grijalva, S.
(2013).
The Role of Big Data in Improving Power System Operation and Protection. 1-9.
-
Zhang, Y., Chen, Y., & Xie, L. e.
(2013).
Multi-scale Integration and Aggregation of Power System Modules for Dynamic Security Assessment. IEEE Power and Energy Society General Meeting.
1-5.
-
Chen, Y., Xie, L. e., & Kumar, P. R.
(2013).
Dimensionality Reduction and Early Event Detection Using Online Synchrophasor Data. IEEE Power and Energy Society General Meeting.
1-5.
-
Gu, Y. G., Wang, X., & Xie, L. e.
(2013).
Horizontal Decomposition-based Stochastic Day-ahead Reliability Unit Commitment. IEEE Power and Energy Society General Meeting.
1-5.
-
Zou, N., Qian, L., Attia, J., & Xie, L. e.
(2012).
Optimization of Home Energy Usage by Intelligently Charging/Discharging EV/PHEV. 2012 INTERNATIONAL CONFERENCE ON CONNECTED VEHICLES AND EXPO (ICCVE).
316-321.
-
Choi, D., & Xie, L. e.
(2012).
Malicious Ramp-induced Temporal Data Attack in Power Market with Look-ahead Dispatch. 330-335.
-
Yang, C., & Xie, L. e.
(2012).
A Novel ARX-based Multi-scale Spatio-temporal Solar Power Forecast Model. 1-6.
-
Urquidez, O. A., & Xie, L. e.
(2012).
Targeted Conversion of AC lines to DC lines for Improved Power System Dispatch. 1-6.
-
Zhong, H., Xie, L. e., & Xia, Q.
(2012).
Coupon Incentive-based Demand Response (CIDR) in Smart Grid. IEEE Power and Energy Society General Meeting.
1-6.
-
Gu, Y., & Xie, L. e.
(2012).
Look-ahead Dispatch with Forecast Uncertainty and Infeasibility Management. IEEE Power and Energy Society General Meeting.
1-7.
-
Thatte, A. A., Viassolo, D. E., & Xie, L. e.
(2012).
Robust Bidding Strategy for Wind Power Plants and Energy Storage in Electricity Markets. IEEE Power and Energy Society General Meeting.
1-7.
-
Xie, L. e., Zhang, Y., & Ilic, M. D.
(2012).
Multi-scale Integration of Physics-based and Data-driven Models in Power Systems. 129-137.
-
Choi, D., & Xie, L. e.
(2011).
Fully Distributed Bad Data Processing for Wide Area State Estimation. 546-551.
-
Gu, Y., Xie, L. e., Rollow, B., & Hesselbaek, B. o.
(2011).
Congestion-induced Wind Curtailment: Sensitivity Analysis and Case Studies. 1-7.
-
Thatte, A. A., Zhang, F., & Xie, L. e.
(2011).
Frequency Aware Economic Dispatch. 1-7.
-
Kumar, N., Dutta, P., & Le, X.
(2011).
Optimal DG Placement for Congestion Mitigation and Social Welfare Maximization. 1-5.
-
Xu, Y., Xie, L. e., & Singh, C.
(2011).
Optimal Scheduling and Operation of Load Aggregators with Electric Energy Storage Facing Price and Demand Uncertainties. 1-7.
-
Xie, L. e., Choi, D., & Kar, S.
(2011).
Cooperative Distributed State Estimation: Local Observability Relaxed. IEEE Power and Energy Society General Meeting.
1-11.
-
Thatte, A. A., Zhang, F., & Xie, L. e.
(2011).
Coordination of Wind Farms and Flywheels for Energy Balancing and Frequency Regulation. IEEE Power and Energy Society General Meeting.
1-7.
-
Xie, L. e., Luo, X. u., & Obadina, O.
(2011).
Look-ahead Dispatch in ERCOT: Case Study. IEEE Power and Energy Society General Meeting.
1-3.
-
Xie, L. e., Thatte, A. A., & Gu, Y.
(2011).
Multi-time-scale Modeling and Analysis of Energy Storage in Power System Operations. 1-6.
-
Xie, L. e., Gu, Y., Zhu, X., & Genton, M. G.
(2011).
Power System Economic Dispatch with Spatio-temporal Wind Forecasts. 1-6.
-
Gu, Y., & Xie, L. e.
(2010).
Look-ahead Coordination of Wind Energy and Electric Vehicles: A Market-based Approach. 1-8.
-
Xu, Y., Xie, L. e., & Singh, C.
(2010).
Optimal Scheduling and Operation of Load Aggregator with Electric Energy Storage in Power Markets. 1-7.
-
Lotfifard, S., Xie, L. e., & Kezunovic, M.
(2010).
Quantifying the Impact of Unscheduled Line Outages on Locational Marginal Prices. 1-6.
-
Xie, L. e., & Ilic, M. D.
(2010).
Emission-Concerned Economic Dispatch: Possible Formulations and Implementations. 1-6.
-
Rao, L., Liu, X., Xie, L. e., & Liu, W.
(2010).
Minimizing Electricity Cost: Optimization of Distributed Internet Data Centers in a Multi-Electricity-Market Environment. IEEE Infocom. Proceedings.
1-9.
-
Xie, L. e., Joo, J., & Ili, M. D.
(2009).
Integration of Intermittent Resources with Price-Responsive Loads. 1-6.
-
Xie, L. e., & Ili, M. D.
(2009).
Model Predictive Economic/Environmental Dispatch of Power Systems with Intermittent Resources. 1-6.
-
Xie, L. e., & Ili, M. D.
(2008).
Model Predictive Dispatch in Electric Energy Systems with Intermittent Resources. Conference proceedings / IEEE International Conference on Systems, Man, and Cybernetics. IEEE International Conference on Systems, Man, and Cybernetics.
42-47.
-
Ilic, M. D., Xie, L. e., Khan, U. A., & Moura, J.
(2008).
Modeling future cyber-physical energy systems. IEEE Power and Energy Society General Meeting.
1-9.
-
Xie, L. e., & Ili, M. D.
(2008).
Module-based Modeling of Cyber-Physical Power Systems. 513-518.
-
Xie, L. e., & Ili, M. D.
(2008).
A Module-based Approach to Integrating Wind Power for Guaranteed Power System Stability. 1-6.
-
Xie, L. e., Ili, J., & Ili, M. D.
(2007).
Novel Performance Index and Multi-layered Information Structure for Monitoring Quasi-static Voltage Problems. IEEE Power and Energy Society General Meeting.
1-7.
-
Zhang, L. u., Wang, B., Wu, D., Xie, L. e., Kumar, P. R., & Shi, W.
(2019).
Fast Electromagnetic Transient Simulation Based on Hierarchical Low-Rank Approximation. 1-5.
-
institutional repository document
-
Wu, D., Zheng, X., Xu, Y., Olsen, D., Xia, B., Singh, C., & Xie, L. e.
(2021).
An Open-source Model for Simulation and Corrective Measure Assessment of the 2021 Texas Power Outage
-
Wu, D., Zheng, X., Xu, Y., Olsen, D., Xia, B., Singh, C., & Xie, L. e.
(2021).
An Open-source Model for Simulation and Corrective Measure Assessment of the 2021 Texas Power Outage
Research
principal investigator on
- A Cross-Domain Data-driven Approach to Analyzing and Predicting the Impact of COVID-19 on the U.S. Electricity Sector awarded by Directorate for Engineering - (Arlington, Virginia, United States) 2020 - 2022
- Collaborative Proposal: High-dimensional spatio-temporal data science for a resilient power grid: Towards real-time integration of synchrophasor data awarded by National Science Foundation - (Arlington, Virginia, United States) 2019 - 2021
- Smart Grid Dynamic Control and Management with Big Data Process Platform awarded by Qatar Foundation - (Doha, Qatar) 2018 - 2021
- EAGER: Real-Time: Precision Reserves from Flexible Loads: An Online Reinforcement Learning Approach awarded by National Science Foundation - (Arlington, Virginia, United States) 2018 - 2020
- Microgrid Interconnections Control via Voltage Angle Droop Methods awarded by National Science Foundation - (Arlington, Virginia, United States) 2016 - 2020
- NSF Workshop on Real-Time Learning and Decision Making of Dynamical Systems. To be Held at NSF, February 12-13, 2018 awarded by National Science Foundation - (Arlington, Virginia, United States) 2018 - 2019
- RAPID: Powering through the hurricane: self-organizing power-electronics intelligence at the network edge awarded by National Science Foundation - (Arlington, Virginia, United States) 2017 - 2019
- EAGER: A Dynamical Systems Approach to Modeling and Controlling Price Responsive Demand in Electric Power Systems awarded by National Science Foundation - (Arlington, Virginia, United States) 2015 - 2018
- Collaborative Research: CyberSEES: Type 2: Collaborative Research: Coupon Incentive-based Risk Limiting Demand Response in Smart Grid awarded by National Science Foundation - (Arlington, Virginia, United States) 2013 - 2018
- FFATA: CAREER: Systematic Multi-scale Integration of Physics-based and Data-driven Models of Distributed Resources for Enabling Ubiquitous Energy Storage Services in Restructured Power Systems awarded by National Science Foundation - (Arlington, Virginia, United States) 2012 - 2018
- Capacity Building: Collaborative Research: Integrated Learning Environment for Cyber Security of Smart Grid awarded by National Science Foundation - (Arlington, Virginia, United States) 2013 - 2017
- Dimensionality Reduction and Early Event Detection Using Online Synchrophasor Data awarded by United States Department of Energy - (Washington D.C., District of Columbia, United States) 2013 - 2015
co-principal investigator on
- Collaborative Research: CPS: Medium: Empowering Prosumers in Electricity Markets Through Market Design and Learning awarded by Directorate for Engineering - (Arlington, Virginia, United States) 2020 - 2023
- Conference Support -- International Conference on Intelligent Systems Applications to Power Systems ISAP2017; September17-21, 2017; San, Antonio, Texas awarded by National Science Foundation - (Arlington, Virginia, United States) 2017 - 2018
investigator on
Teaching
teaching activities
- ECEN415 Phys Econ Op Sust Energy Instructor
- ECEN485 Directed Studies Instructor
- ECEN489 Sptp: Data Sci Apps Pow Sys Instructor
- ECEN491 Hnr-research Instructor
- ECEN614 Power State Estimation Instructor
- ECEN615 El Pow Sys Anlys Meth Instructor
- ECEN681 Seminar - Power Instructor
- ECEN684 Professional Internship Instructor
- ECEN684 Professional Internship Instructor
- ECEN684 Professional Internship: In-ab Instructor
- ECEN689 Sptp:data Sci In Power Systems Instructor
- ECEN691 Research Instructor
- ECEN713 Data Sciences & App Modern Pwr Instructor
- ECEN715 Phys Econ Op Sust Energy Instructor
- ICPE615 Smart Grid Fundamentals Instructor
- ICPE637 Data Sci Power Systems Instructor
- ICPE689 Sptp:data Sci For Pwr Sys Instructor
- ITDE685 Directed Studies Instructor
Works By Students
chaired theses and dissertations
-
Chen, Yang (2015-11). Early Anomaly Detection and Classification with Streaming Synchrophasor Data in Electric Energy Systems.
-
Choi, Dae (2014-02). A Framework for Analyzing the Impact of Data Integrity/Quality on Electricity Market Operations.
-
Clark, Angelica (2017-12). A Machine Learning Approach to Weak Grid Identification for Large Scale Electrical Power Systems.
-
Geng, Xinbo (2015-12). Understanding the LMP-Load Coupling: Theory, Examples and an SVM-Based Data-Driven Approach.
-
Gu, Yingzhong (2014-11). Predictive and Corrective Scheduling in Electric Energy Systems with Variable Resources.
-
Huang, Tong (2017-03). Optimal PMU Placement and Signal Selection for Monitoring Critical Power System Oscillations.
-
Li, Yuanyuan (2017-04). Predictive Analysis in Electric Distribution Grid: Case Studies on Solar and Energy Price Forecast.
-
Mayhorn, Ebony T (2015-08). Optimal Coordination of Distributed Energy Resources in Isolated Power Systems: A Cross-Time Scale Perspective.
-
Ming, Hao (2018-07). A Household-level Incentive-based Demand Response: Theory, Platform and Experiment.
-
Snodgrass, Jonathan Michael (2016-08). Analysis of Lightning Arrester Overloading in Future Distribution Systems with Distributed Generation.
-
Thatte, Anupam Ajit (2014-10). Risk Aware Robust Decision Making in Power Systems with Renewable Resources.
-
Urquidez, Omar Armando (2016-04). Technical and Economic Integration of Voltage Source Converter Based High Voltage Direct Current Transmission in Power Systems.
-
Wiseman, Benjamin Patrick (2018-08). Quantifying the Effect of Air Conditioning Dynamics on Power System Stability Limits.
-
Wu, Meng (2017-12). Physics-Based and Data-Driven Analytics for Enhanced Planning and Operations in Power Systems with Deep Renewable Penetration.
-
Yang, Chen (2013-05). A Framework of Incorporating Spatio-temporal Forecast in Look-ahead Grid Dispatch with Photovoltaic Generation.
-
Zhang, Fan (2012-02). Coordinated Control and Optimization of Virtual Power Plants for Energy and Frequency Regulation Services in Electricity Markets.
-
Zhang, Yun (2016-01). A Clean Slate Control Framework for Future Distribution Systems.
-
Zhou, Yuqi (2018-05). Multi-Area State Estimation in Adversarial Environment.
Background
education and training
- Ph.D. in Electrical and Computer Engineering, Carnegie Mellon University - (Pittsburgh, Pennsylvania, United States) 2009
- M.S. in Engineering Sciences, Harvard University - (Cambridge, Massachusetts, United States) 2005
- B.E. in Electrical Engineering, Tsinghua University - (Beijing, Beijing, China) 2004
awards and honors
- Enhancing Development and Generating Excellence in Scholarship (EDGES) Fellow, conferred by Texas A&M University - (College Station, Texas, United States), 2020
- Presidential Impact Fellows, conferred by Texas A&M University - (College Station, Texas, United States), 2020
- IEEE PES Outstanding Young Engineer Award, conferred by IEEE Power Electronics Society, 2017
- Dean of Engineering Excellence Award, conferred by Texas A&M University - (College Station, Texas, United States), 2015
- Faculty Early Career Development (CAREER) Program, conferred by National Science Foundation - (Arlington, Virginia, United States), 2012
- Ralph E. Powe Junior Faculty Enhancement Award, conferred by Oak Ridge Associated Universities - (Oak Ridge, Tennessee, United States), 2012
Contact
first name
- Le
has last name
- Xie
mailing address
-
Texas A&M University
Electrical Engineering
3128 TAMU
College Station, TX 77843-3128
USA
Other
In the News
- Shifting costs: Rate plan would target consumers who strain power grid News Release
- Smart Technology Could Help Divert Power During Blackouts News Release
- Smart Technology Improves Energy Supply in Homes Affected by Blackouts News Release
- Texas A&M University Announces 2020 EDGES Fellows News Release
- Using Solar Panels to Decontaminate Water News Release
- Water-Energy Nanogrid Provides Solution For Rural Communities Lacking Basic Amenities News Release
- le.xie@tamu.edu