Xu Xu
Lab Position: Research Fellow (2021, Spring)
Email: xu.xu@ntu.edu.sg
Office: S2-B7c-05, Clean Energy Research Lab
Research Topic:
Power Asset Health Modeling and Monitoring
Power System Optimization
Application of Artificial Intelligence in Power System
Brief Biography:
Dr. Xu Xu received the BEng Degree in School of Electrical Engineering from Qingdao University of Technology, China in 2015, and the MSc and PhD degree from The Hong Kong Polytechnic University, Hong Kong in 2016 and 2019, respectively. He ever served as the researcher in The Hong Kong Polytechnic University, Hong Kong and The University of Hong Kong, Hong Kong. Currently, He is a Research Fellow in School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. His research interests include power asset health modeling and monitoring, power system optimization and application of artificial intelligence in power system.
Education:2011 - 2015: BEng, Qingdao University of Technology, College of EE, China
2015 - 2016: MSc, Dept. of EE, The Hong Kong Polytechnic University, Hong Kong
2016 - 2019: PhD, Dept. of EE, The Hong Kong Polytechnic University, Hong Kong
Experiences:
2019.10 - 2020.9: Postdoctoral Fellow, Dept. of EE, The Hong Kong Polytechnic University, Hong Kong
2020.9 - 2020.12: Research Assistant , Dept. of EEE, The University of Hong Kong, Hong Kong
2021.1 - NOW: Research Fellow, School of EEE, Nanyang Technological University, Singapore
Awards & Certificates:
Session Chair, Session on “Power System Planning”, 2020 IEEE IAS Industrial and Commercial Power System Asia.
Best Student Paper Award, 2018 IEEE PES Innovative Smart Grid Technologies Asia
Publications:
[1] X. Xu, J.Y. Li, Y. Xu, Z. Xu, and C.S. Lai, "A Two-stage Game-theoretic Method for Residential PV Panels Planning Considering Energy Sharing Mechanism," IEEE Transactions on Power Systems, 2020.
[2] X. Xu, Y.W. Jia, Y. Xu, Z. Xu, S.J. Chai, and C. S. Lai, "A Multi-agent Reinforcement Learning based Data-driven Method for Home Energy Management," IEEE Transactions on Smart Grid, 2020.
[3] X. Xu, Y. Xu, M.H. Wang, J. Li, Z. Xu, S. J. Chai, and Y. F. He, “Data-driven Game-based Pricing for Sharing Rooftop Photovoltaic Generation and Energy Storage in the Residential Building Cluster under Uncertainties”, IEEE Transactions on Industrial Informatics, 2020.
[4] X. Xu, J.Y. Li, Z. Xu, C.S. Lai and J. Zhao, “Enhancing Photovoltaic Hosting Capacity—A Stochastic Approach to Optimal Planning of SVC in Distribution Network”, Applied Energy, 2019.
[5] X. Xu, Y.W. Jia, C.S. Lai, M.H. Wang, and Z. Xu, “Bi-level Optimal Planning of Voltage Regulator in Distribution System Considering Maximization of Incentive-based Photovoltaic Energy Integration”, CSEE Journal of Power and Energy Systems, 2020.
[6] X. Xu, Z. Xu, R. Zhang, S.J. Chai, and J. Li, “A Novel Data-driven based Dynamic Pricing Method for Sharing Rooftop Photovoltaic Energy in a Single Apartment Building”, IET Generation, Transmission & Distribution, 2020.
[7] X. Xu, J. Zhao, Z. Xu, S.J. Chai, J.Y. Li, and Y. Yu, “Stochastic optimal TCSC placement in power system considering high wind power penetration”, IET Generation, Transmission & Distribution, 2018.
[8] X. Xu, Z. Xu, X. Lyu, and J.Y. Li, “Optimal SVC placement for Maximizing Photovoltaic Hosting Capacity in Distribution Network”, IFAC-PapersOnLine, 2018.
[9] Z. Li, C. S. Lai, X. Xu, Z. Zhao, and L. L. Lai, "Electricity trading based on distribution locational marginal price," International Journal of Electrical Power & Energy Systems, 2020.
[10] J. Y. Li, Z. Xu, J. Zhao, S. J. Chai, Y. Yu, and X. Xu, “Model Predictive Control Based Ramp Minimization in Active Distribution Network Using Energy Storage Systems”, Electric Power Components and Systems, 2019.
[11] Y. He, S. Chai, Z. Xu, C.S. Lai, and X. Xu, “Power system state estimation using conditional generative adversarial network”, IET Generation, Transmission & Distribution, 2020.
[12] X. Xu, J. Li, J. Zhao, Y. Jia, and Z. Xu, “An Uncertainty involved Optimization Model of Renewable Hosting Capacity Enhancement”, Power & Energy Society General Meeting Conference, 2019.
[13] X. Xu, Z. Xu, J. Li, J. Zhao, and X. Lyu, “Optimal Placement of Voltage Regulators for Photovoltaic Hosting Capacity Maximization”, IEEE PES Innovative Smart Grid Technologies Asia, 2018.
[14] X. Xu, Y. Jia, Z. Xu, and J. Li, “Optimal Unified Power Flow Controller Planning in Transmission Grids with Uncertainty Consideration”, IEEE IAS Industrial and Commercial Power System Asia, 2020.
[15] X. Xu, Z. Xu, C. Loong, J. Zhao, S. Chai, Y. Yu, J. Li and X. Lyu, “Probabilistic TCSC Placement Considering Wind Power Penetration Based on Line Flow Equations”, International Conference on Electrical Engineering, 2017.
[16] X. Lyu, Y. W. Jia, Z. Xu, and X. Xu, “An Active Power Regulation Strategy for Wind Farm Considering Wake Effect”, IEEE PES Innovative Smart Grid Technologies North America, 2019.