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Energy and Environment Directorate

Xiaoyuan Fan

Pacific Northwest National Laboratory
PO Box 999
Richland, WA 99352
(509) 371-7650

PNNL Patents

PNNL Publications

2023

  • Biswas S., J.D. Follum, P.V. Etingov, X. Fan, and T. Yin. 2023. "An Open-Source Library of Phasor Measurement Unit Data Capturing Real Bulk Power Systems Behavior." IEEE Access 11. PNNL-SA-185798. doi:10.1109/ACCESS.2023.3321317
  • Biswas S., Q.H. Nguyen, X. Lyu, X. Fan, W. Du, J.D. Follum, and Z. Huang. 2023. How a Large-Scale Deployment of Grid-Forming Inverters May Impact Inter-Area Oscillation Modes: An Investigation in the US Western Interconnection. PNNL-34758. Richland, WA: Pacific Northwest National Laboratory. How a Large-Scale Deployment of Grid-Forming Inverters May Impact Inter-Area Oscillation Modes: An Investigation in the US Western Interconnection
  • Chen Y., L. Wang, X. Fan, D. Wang, and J.P. Ogle. 2023. "A 5G Enabled Adaptive Computing Workflow for Greener Power Grid." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2023), January 16-19, 2023, Washington, DC, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-177612. doi:10.1109/ISGT51731.2023.10066383
  • Fan X., D. Wang, C. Qin, K. Guddanti, V. Tiruchirappalli Narayana Kumar, Y. Chen, and J.P. Ogle, et al. 2023. 5G Energy FRAME: The Design and Implementation of Data, Model, and Use Case - Year 2 Report. PNNL-34658. Richland, WA: Pacific Northwest National Laboratory. 5G Energy FRAME: The Design and Implementation of Data, Model, and Use Case - Year 2 Report
  • Tiruchirappalli Narayana Kumar V., X. Fan, E.S. Peterson, and J.V. Cree. 2023. "A Systematic Study to Determine 5G Baseline Performance for Scientific Computing." In IEEE Southeastcon 2023, April 1-16, 2023, Orlando, FL, 43-48. Piscataway, New Jersey:IEEE. PNNL-SA-182102. doi:10.1109/SoutheastCon51012.2023.10115108
  • Zhao M., P.R. Maloney, X. Ke, J.C. Bedoya Ceballos, X. Fan, and M.A. Elizondo. 2023. "Power System Recovery Coordinated with (Non-)Black-Start Generators." In Proceedings of the IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179505. doi:10.1109/PESGM52003.2023.10253448

2022

  • Barrett E.L., K. Mahapatra, M.A. Elizondo, X. Fan, S.H. Davis, S.F. Newman, and P.D. Royer, et al. 2022. "A Risk-Based Framework for Power System Modeling to Improve Resilience to Extreme Events." IEEE Open Access Journal of Power and Energy 10. PNNL-SA-166412. doi:10.1109/OAJPE.2022.3214175
  • Fan X., D. Moscovitz, L. Du, and W. Saad. 2022. "A Data-Driven Democratized Control Architecture for Regional Transmission Operators." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2022), April 24-28, 2022, New Orleans, LA, 1-5,. Piscataway, New Jersey:IEEE. PNNL-SA-165534. doi:10.1109/ISGT50606.2022.9817494
  • Fan X., J.P. Ogle, J.V. Cree, D. Wang, Y. Chen, E.S. Peterson, and T. Fu, et al. 2022. Technical Characterization and Benefit Evaluation of 5G-Enabled Grid Data Transport and Applications. PNNL-33221. Richland, WA: Pacific Northwest National Laboratory. Technical Characterization and Benefit Evaluation of 5G-Enabled Grid Data Transport and Applications
  • Fu T., D. Wang, X. Fan, and Q. Huang. 2022. "Component Importance and Interdependence Analysis for Transmission, Distribution and Communication System Restoration." CSEE Journal of Power and Energy Systems 8, no. 2:488-498. PNNL-SA-157090. doi:10.17775/CSEEJPES.2020.05520
  • Fu T., D. Wang, X. Fan, H. Ren, J.P. Ogle, and Y. Chen. 2022. "Efficient Topology Assessment for Integrated Transmission and Distribution Network with 10,000+ Inverter-based Resources." In IEEE Power & Energy Society General Meeting (PESGM 2022), July 17-21, 2022, Denver, CO, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-168308. doi:10.1109/PESGM48719.2022.9916770
  • Mahapatra K., X. Fan, X. Li, Y. Huang, and Q. Huang. 2022. "Physics Informed Reinforcement Learning for Power Grid Control using Augmented Random Search." In Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS55), January 3-7, 2022, Virtual, Online, edited by T.X. Bui, 3498-3507. Honolulu, Hawaii:HICSS. PNNL-SA-163357. doi:10.24251/HICSS.2022.427
  • Quarm Jnr E., X. Fan, M.A. Elizondo, and R. Madani. 2022. "Proactive Posturing of Large Power Grid for Mitigating Hurricane Impacts." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2022), April 24-28, 2022, New Orleans, LA, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-165602. doi:10.1109/ISGT50606.2022.9817529
  • Zhao Z., D. Moscovitz, S. Wang, X. Fan, and L. Du. 2022. "Semi-Supervised Disaggregation of Load Profiles at Transmission Buses with Significant Behind-the-Meter Solar Generations." In IEEE Energy Conversion Congress and Exposition (ECCE 2022), October 9-13, 2022, Detroit, MI, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-175111. doi:10.1109/ECCE50734.2022.9948155

2021

  • Agrawal U., X. Fan, R. Huang, and S. Hosur. 2021. "Properties of the Inter-area Modes of the U.S. Eastern Interconnection System." In 2021 IEEE Power & Energy Society General Meeting (PESGM), 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-157695. doi:10.1109/PESGM46819.2021.9637837
  • Fan X., M.A. Elizondo, P.V. Etingov, M.R. Vallem, S. Biswas, S. Pal, and C. Erroa, et al. 2021. "Model Validation Study for Central American Regional Electrical Interconnected System." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2021), February 16-18, 2021, Washington DC, 01-05. Piscataway, New Jersey:IEEE. PNNL-SA-155496. doi:10.1109/ISGT49243.2021.9372284
  • Nguyen Q.H., J.P. Ogle, X. Fan, X. Ke, M.R. Vallem, N.A. Samaan, and N. Lu. 2021. "EMS and DMS Integration of the Coordinative Real-time Sub-Transmission Volt-Var Control Tool under High DER Penetration." In IEEE Power & Energy Society General Meeting (PESGM 2021), July 26-29, 2021, Washington DC, 01-05. Piscataway, New Jersey:IEEE. PNNL-SA-157949. doi:10.1109/PESGM46819.2021.9638160
  • Wang S., L. Du, X. Fan, and Q. Huang. 2021. "Deep Reinforcement Scheduling of Energy Storage Systems for Real-time Voltage Regulation in Unbalanced LV Networks with High PV Penetration." IEEE Transactions on Sustainable Energy 12, no. 4:2342-2352. PNNL-SA-163829. doi:10.1109/TSTE.2021.3092961

2020

  • Chen Y., T. Yin, R. Huang, X. Fan, and Q. Huang. 2020. "Big Data Analytic for Cascading Failure Analysis." In IEEE International Conference on Big Data (Big Data 2019), December 9-12, 2019, Los Angeles, CA, 1625-1630. Piscataway, New Jersey:IEEE. PNNL-SA-146726. doi:10.1109/BigData47090.2019.9005593
  • Davis S.H., M.A. Elizondo, X. Fan, S.F. Newman, E.L. Barrett, X. Ke, and B. Vyakaranam, et al. 2020. "Data Requirements for Application of Risk-Based Dynamic Contingency Analysis to Evaluate Hurricane Impact to Electrical Infrastructure in Puerto Rico." In CIGRE-US 2020 Next Generation Network Paper Competition. PNNL-SA-154443.
  • Elizondo M.A., X. Fan, S.H. Davis, B. Vyakaranam, X. Ke, E.L. Barrett, and S.F. Newman, et al. 2020. Risk-Based Dynamic Contingency Analysis Applied to Puerto Rico Electric Infrastructure. PNNL-29985. Richland, WA: Pacific Northwest National Laboratory. doi:10.2172/1771798.Risk-Based Dynamic Contingency Analysis Applied to Puerto Rico Electric Infrastructure
  • Fan X., S.G. Aksoy, D. Wang, Q. Huang, J.P. Ogle, A. Tbaileh, and R. Huang. 2020. "Automated Realistic Testbed Synthesis for Power System Communication Networks based on Graph Metrics." In IEEE Conference on Innovative Smart Grid Technologies North America (ISGT 2020), February 17-20, 2020, Washington, DC, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-147313. doi:10.1109/ISGT45199.2020.9087672
  • Fan X., U. Agrawal, S.H. Davis, J.G. O'Brien, P.V. Etingov, T.B. Nguyen, and Y.V. Makarov, et al. 2020. "Bulk Electric System Protection Model Demonstration with 2011 Southwest Blackout in DCAT." In 2020 IEEE Power & Energy Society General Meeting (PESGM). PNNL-SA-148949. doi:10.1109/PESGM41954.2020.9281441

2019

  • Li X., X. Fan, H. Ren, Z. Hou, Q. Huang, S. Wang, and O. Ciniglio. 2019. "Data-driven Feature Analysis in Control Design for Series-Compensated Transmission Systems." IEEE Transactions on Power Systems 34, no. 4:3297-3299. PNNL-SA-139624. doi:10.1109/TPWRS.2019.2912711
  • Sun Y., X. Fan, Q. Huang, X. Li, R. Huang, T. Yin, and G. Lin. 2019. "Local Feature Sufficiency Exploration for Predicting Security-constrained Generation Dispatch in Multi-Area Power Systems." In The 17th IEEE International Conference on Machine Learning and Applications (ICMLA 2018), Orlando, FL, 1283-1289. Piscataway, New Jersey:IEEE. PNNL-SA-137906. doi:10.1109/ICMLA.2018.00208

2018

  • Fan X., L. Du, and D. Duan. 2018. "Synchrophasor Data Correction under GPS Spoofing Attack: A State Estimation-Based Approach." IEEE Transactions on Smart Grid 9, no. 5:4538-4546. PNNL-SA-129371. doi:10.1109/TSG.2017.2662688
  • Fan X., S. Pal, D. Duan, and L. Du. 2018. "Closed-Form Solution for Synchrophasor Data Correction under GPS Spoofing Attack." In IEEE Power & Energy Society General Meeting (PESGM 2018), August 5-10, 2018, Portland, Oregon. Piscataway, New Jersey:IEEE. PNNL-SA-130433. doi:10.1109/PESGM.2018.8586177

2017

  • Fan X., and D. Duan. 2017. "Decentralized Multi-Area State Estimation with Hybrid Measurements." In IEEE Power and Energy Society General Meeting, July 16-20, 2017, Chicago, Illinois, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-129370. doi:10.1109/PESGM.2017.8274632

Energy and Environment

Core Research Areas

Contacts