Publication

Journal Publication:

1. S. Nematshahi, B. Sohrabi, A. Khodaei, A. Arabnya, R. Fan, "Wildfire Impact Analysis on Power System Operation: a framework leveraging physics-based wildfire simulation and dynamic line rating," Electric Power Systems Research, Accepted, 2025.

2. A. Hasan, R. Fan, D. Wu, "Deep reinforcement learning based control for enhanced frequency response with multi-energy storage systems," Electric Power Systems Research, Accepted, 2025.

3. S. Alam, R. Islam, R. Fan, S. Shazid, A. Hasan, "Attention-Guided Multi-Task Learning for Fault Detection, Classification, and Localization in Power Transmission Systems," Energies,  vol. 18, no. 24, 2025.

4. W. Gao, R. Fan, Q. Huang, Y. Li, D. Gao, "A Meta-Strategy Framework with Deep Reinforcement Learning for Damping Inter-Area Oscillation via High Voltage DC Transmission," IEEE Transactions on Industrial Informatics, vol. 21, no. 11, pp. 9104-9114, 2025.

5. W. Gao, R. Fan, W. Qiao, S. Wang, D. Gao, "Deep Reinforcement Learning Based Control of Wind Turbines for Fast Frequency Response," IEEE Transactions on Industry Applications, vol. 61, no. 6, pp. 8640-8649, 2025

6. A. Hasan, R. Fan, D. Wu, "Deep Reinforcement Learning-Based Control of Energy Storage for Inter-Area Oscillation Damping," IEEE Transactions on  Industrial Informatics, vol. 21, no. 5, pp. 3736-3745, 2025.

7. D. Lu, Y. Liu, J. Wan, M. Duan, Y. Xie, R. Fan, "Noniterative Parameter-Free Fault Location for Practically Transposed Transmission Lines with Synchronized/Unsynchronized Measurements," IEEE Transactions on Instrumentation & Measurement,  vol. 74, 2025.

8. D. Lu, Y. Liu, Y. Xie, Y. Zhu, R. Fan, "An accurate unsynchronized fault location method on practically transposed transmission lines with closed-form solutions," International Journal of Electrical Power and Energy Systems, vol. 155, pp. 109522, 2024

9. Y. Nie, Y. Liu, R. Pan, D. Lu, R. Fan, "Convolution Based Time Domain Fault Location Method for Lines in MMC-HVDC Grids with Distributed and Frequency Dependent Line Model," IEEE Transactions on Power Delivery, vol. 38, no. 6, pp. 3860-3874, 2023.

10. R. Fan, R. Huang, S. Wang, J. Zhao, "Wavelet and Deep-Learning-Based Approach for Generation System Problematic Parameters Identification and Calibration," IEEE Transactions on Power Systems, vol. 38, no. 4, pp. 3787-3798, 2023.

11. R. Huang, W. Gao, R. Fan, Q. Huang, "A Guided Evolutionary Strategy Based Static Var Compensator Control Approach for Inter-area Oscillation Damping," IEEE Transactions on  Industrial Informatics, vol. 19, no. 3, pp. 2596-2607, 2023.

12. W. Gao, R. Fan, R. Huang, Q. Huang, W. Qiao, S. Wang, D. Gao, "Improving DFIG performance under fault scenarios through evolutionary reinforcement learning based control," IET Generation, Transmission and Distribution, vol. 16, no. 18, pp. 3825-3836, 2022.

13. M. Perez, R. Fan, D. Wu, "Optimal operation and sizing of pumped thermal energy storage for net benefits maximization," IET Generation, Transmission and Distribution, vol. 16, no. 17, pp. 3509-3521, 2022.

14. W. Gao, R. Fan, R. Huang, Q. Huang, D. Gao, L. Du, "Augmented random search based inter-area oscillation damping using high voltage DC transmission," Electric Power Systems Research, vol. 216, pp. 109063, 2022.

15. R. Huang, W. Gao, R. Fan, Q. Huang, "Damping inter‐area oscillation using reinforcement learning controlled TCSC," IET Generation, Transmission and Distribution, vol. 16, no. 11, 2022.

16. R. Fan, T. Yin, K. Yang, J. Lian, J. Buckheit, "New data-driven approach to bridging power system protection gaps with deep learning," Electric Power Systems Research, vol. 208, pp. 107863, 2022.

17. Y. Son, B. Oh, M. Acquah, R. Fan, D. Kim, S. Kim, “Multi Energy System with an Associated Energy Hub: A Review,” IEEE Access, vol. 9, pp. 127753-127766, 2021.

18. S. Wang, L. Du, Y. Li, R. Fan, “Stochastically Stable Synchronous Learning for EV Aggregators Considering Their Age of Information,” IEEE Transactions on  Transportation Electrification, vol 8, no.1, 2021.

19. R. Fan, W. Gao, K. Yang, D. Gao, "Wide-Area Damping Control for Inter-Area Oscillations Using HVDC Transmissions with Consideration of Communication Delays,'' International Journal of Intelligent Control and Systems, vol 26, no.1, 2021.

20. B. Wang, Y. Liu, D. Lu, K. Yue and R. Fan, “MMC-HVDC Transmission Line Fault Location Based on Dynamic State Estimation and Gradient Descent,” IEEE Transactions on Power Delivery, vol. 36, no. 3, pp. 1714-1725, 2020.

21. R. Fan, Y. Liu, S. Meliopoulos, L. Sun, Z. Tan, R. Huang, "Comparison of Transformer Legacy Protective Functions and a Dynamic State Estimation-Based Approach," Electric Power Systems Research, vol. 184, 2020.

22. S. Wang, R. Huang, Z. Huang, R. Fan, "A Robust Dynamic State Estimation Approach Against Model Errors Caused by Load Changes," IEEE Transactions on Power Systems, vol. 35, no. 6, pp. 4518-4527, 2020.

23. R. Fan, S. Wang, R. Huang, J. Lian, and Z. Huang, "Wide-area measurement-based modal decoupling for power system oscillation damping,'' Electric Power Systems Research, vol. 178, 2020.

24. S. Wang, R. Huang, X. Ke, J. Zhao, R. Fan, H. Wang, Z. Huang, "A Risk-Oriented PMU Placement Approach in Electric Power Systems," IET Generation, Transmission and Distribution, vol.14, no. 2, pp. 301-307, 2019

25. Q. Huang, R. Huang, W. Hao, J. Tan, R. Fan,  and Z. Huang, "Adaptive Power System Emergency Control using Deep Reinforcement Learning,'' IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1171-1182, 2019.

26. R. Fan, Y. Liu, R. Huang, R. Diao, and S. Wang, "Precise Fault Location on Transmission Lines Using Ensemble Kalman Filter,''  IEEE Transactions on Power Delivery, vol. 33, no. 6, pp. 3252-3255, 2018.

27. R. Fan,  R. Huang, and L. Sun, "Nonlinear Model Predictive Control of HVDC for Inter-Area Oscillation Damping,'' Electric Power Systems Research, vol. 165, 27-34, 2018.

28. M. Elizondo, R. Fan, H. Kirkham, M Ghosal, F. Wilches-Bernal, D.  Schoenwald,  and J. Lian, "Interarea Oscillation Damping Control Using High Voltage DC Transmission: a Survey," IEEE Transactions on Power Systems,  vol. 33, no. 6, pp. 6915-6923, 2018.

29. R. Fan, R. Huang, and R. Diao, "Gaussian Mixture Model-Based Ensemble Kalman Filter for Machine Parameter Calibration,'' IEEE Transactions on Energy Conversion, vol. 33, no. 3, pp. 1597-1599, 2018.

30. R. Fan, J. Lian, K. Kalsi, and M. Elizondo, "Impact of Cyber Attacks on High Voltage DC Transmission Damping Control,''  Energies, vol. 11, no. 5, 2018.

31. R. Huang, R. Fan, J. Daily, A. Fisher, and J. Fuller,  "An Open-source Framework for Power System Transmission and Distribution Dynamics Co-simulation,'' IET Generation, Transmission and Distribution, vol. 11, no. 12, pp. 3152-3162, 2017.

32. R. Huang, R. Diao, Y. Li, J. Sanchez-Gasca, Z. Huang, B. Thomas, P. Etingov,  S. Kincic, S. Wang, R. Fan, G. Matthews, D. Kosterev, S. Yang, and J. Zhao, "Calibrating Parameters of Power System Stability Models using Advanced Ensemble Kalman Filter,'' IEEE Transactions on Power Systems, vol. 33, no. 3, pp. 2895-2905, 2017.

33. Y. Liu, S. Meliopoulos, R. Fan, L. Sun, and Z. Tan, "Dynamic State Estimation Based Protection on Series Compensated Transmission Lines,'' IEEE Transactions on Power Delivery, vol. 32, no. 5, pp. 2199-2209, 2017.

34. S. Meliopoulos, G. Cokkinides,  R. Fan, and L. Sun, "Data Attack Detection and Command Authentication via Cyber-Physical co-Modeling,'' IEEE Design & Test, vol. 32, no, 4, pp. 34-43, 2017.

35. Y. Liu, S. Meliopoulos, Z. Tan, L.Sun, and R. Fan, "Dynamic State Estimation Based Fault Locating on Transmission Lines,'' IET Generation, Transmission and Distribution, vol. 11, no. 17, pp. 4184-4192, 2017.

36. S. Meliopoulos, G. Cokkinides, P. Myrda, Y. Liu, R. Fan, L. Sun, R. Huang, and Z. Tan, "Dynamic State Estimation Based Protection: Status and Promise,'' IEEE Transactions on Power Delivery, vol. 32, no. 1, pp. 320-330, 2017.

37. Y. Liu, S. Meliopoulos, L.Sun, and R. Fan, "Dynamic State Estimation Based Protection on Mutually Coupled Transmission Lines,'' CSEE Journal of Power and Energy Systems, vol. 2, no. 4, pp. 6-14, 2016.