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Energy and Environment Directorate

Xue Lyu

Pacific Northwest National Laboratory
PO Box 999
Richland, WA 99352
(509) 371-7016

PNNL Publications

2025

  • Biswas S., X. Lyu, Q.H. Nguyen, X. Fan, M. Lu, and W. Du. 2025. "Impact of IBR Location and Parameters on Inter-Area Oscillation Modes in Bulk Power Grids." IEEE Access 13, no. _:6556 - 6566. PNNL-SA-196774. doi:10.1109/ACCESS.2024.3520497
  • Nguyen Q.H., X. Lyu, M. Zhao, J.R. Kerby, L.D. Marinovici, and D.A. Baldwin. 2025. Optimal Control for Fast Frequency Response and Black-Start using Embedded Storages with Grid-Forming Control. PNNL-35705. Richland, WA: Pacific Northwest National Laboratory. Optimal Control for Fast Frequency Response and Black-Start using Embedded Storages with Grid-Forming Control
  • Wu H., Z. Xu, M. Wang, and X. Lyu. 2025. "Meta-Learning Enhanced Physics-Informed Graph Attention Convolutional Network for Distribution Power System State Estimation." IEEE Transactions on Network Science and Engineering 12, no. 2:1186 - 1197. PNNL-SA-205066. doi:10.1109/TNSE.2025.3525625

2024

  • Biswas S., Q.H. Nguyen, X. Lyu, X. Fan, W. Du, and Z. Huang. 2024. "Evaluating the Impact of Retiring Synchronous Fossil Fuel Generators on Inter-Area Oscillations in the U.S. Western Interconnection." In Proceedings of the 57th Annual Hawaii International Conference on System Sciences (HICSS 2024), January 3-6, 2024, Honolulu, HI, 2976 - 2985. Los Alamitos, California:IEEE Computer Society. PNNL-SA-186342.
  • Kerby J.R., Q.H. Nguyen, X. Lyu, and D.A. Baldwin. 2024. "Impacts of Control, Penetration, and Distribution of Embedded Storage Network in Bulk Power System." In IEEE Power & Energy Society General Meeting (PESGM 2024), July 21-25, 2024, Seattle, WA, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-192236. doi:10.1109/PESGM51994.2024.10689107
  • Lyu X., and D. Gross. 2024. "Grid Forming Fast Frequency Response for PMSG-Based Wind Turbines." IEEE Transactions on Sustainable Energy 15, no. 1:23 - 38. PNNL-SA-184553. doi:10.1109/TSTE.2023.3263858
  • Lyu X., D. Gross, and W. Du. 2024. "Grid Forming Control of PMSG-based Wind Turbines under Fault Conditions." In IEEE Power & Energy Society General Meeting (PESGM 2024), July 21-25, 2024, Seattle, WA, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-191866. doi:10.1109/PESGM51994.2024.10688512
  • Lyu X., J. Xie, and T.E. McDermott. 2024. Impact of Inverter-Based Resources on Grid Protection: A Review of Negative-Sequence Current Generation. PNNL-36069. Richland, WA: Pacific Northwest National Laboratory. Impact of Inverter-Based Resources on Grid Protection: A Review of Negative-Sequence Current Generation
  • Lyu X., Q.H. Nguyen, S. Biswas, K. Guddanti, K. Chatterjee, X. Fan, and W. Du. 2024. "Modeling and Automation Framework for High IBR Integration in Large-Scale Power Systems." In IEEE Power & Energy Society General Meeting (PESGM 2024), July 21-25, 2024, Seattle, WA, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-191986. doi:10.1109/PESGM51994.2024.10688475
  • Lyu X., Q.H. Nguyen, S. Biswas, X. Fan, and W. Du. 2024. "Large-Scale Inverter Integration in Bulk Power Grids Using Heterogeneous Grid-Forming Control Strategies." In IEEE Energy Conversion Congress and Exposition (ECCE 2024), October 20-24, 2024, Phoenix, AZ, 1010-1017. Piscataway, New Jersey:IEEE. PNNL-SA-195731. doi:10.1109/ECCE55643.2024.10861107
  • Lyu X., W. Du, S. Mohiuddin, S. Nandanoori, and M.A. Elizondo. 2024. "Criteria for Grid-Forming Inverters Transitioning Between Current Limiting Mode and Normal Operation." IEEE Transactions on Power Systems 39, no. 4:6107 - 6110. PNNL-SA-191865. doi:10.1109/TPWRS.2024.3402012
  • Lyu X., W. Du, S. Mohiuddin, S. Nandanoori, and M.A. Elizondo. 2024. "Improved Transient Stability Analysis of Multi-loop Droop-Controlled Grid Forming Inverters with Current Reference Limiter." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2024), February 19-22, 2024, Washington, D.C., 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-188328. doi:10.1109/ISGT59692.2024.10454164
  • Mohiuddin S., W. Du, X. Lyu, S. Nandanoori, and M.A. Elizondo. 2024. "Transient Stability Analysis of Direct Droop-Controlled Grid-Forming Inverter with Current Clipping as Current Limiting Control." In IEEE Power & Energy Society General Meeting (PESGM 2024), July 21-25, 2024, Seattle, WA, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-192204. doi:10.1109/PESGM51994.2024.10689179

2023

Energy and Environment

Core Research Areas

Contacts