Rui Zhang

About

Dr. Rui Zhang, Scientia Lecturer and ARC DECRA Fellow at UNSW, specialises in power systems and smart grids. Leading key research projects and a team of PhD students, she has extensive industry collaboration experience, has published over 50 papers, and is a researcher in power system stability and control, and AI applications in power systems with renewable energy integration.

Employment

• UNSW Sydney Scientia Lecturer
  2026 - Present
• UNSW Sydney

Education

• The University of Newcastle PHD
  2011 - 2014
• The University of Queensland Bachelor
  2007 - 2009

Projects & Funding

Projects & funding information is unavailable.

Publications (18)

• Conflict-averse federated multi-task learning for power system stability assessment
  Applied Energy 2026 DOI: 10.1016/j.apenergy.2026.128363
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• Toward trustworthy AI in real-time event-driven power system emergency control: A knowledge-surrogate-guided deep learning approach
  Applied Energy 2026 DOI: 10.1016/j.apenergy.2026.128346
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• Fast preventive transient stability control based on distributional deep reinforcement learning and graph isomorphism network
  International Journal of Electrical Power & Energy Systems 2026 DOI: 10.1016/j.ijepes.2025.111455
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• Conflict-Averse Federated Multi-Task Learning for Power System Stability Assessment
  Ssrn 2026 DOI: 10.2139/ssrn.6346312
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• Enhancing Dynamic Security Assessment in Smart Grids Through Quantum Federated Learning
  IEEE Transactions on Automation Science and Engineering 2026 DOI: 10.1109/TASE.2024.3486070
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• Large Language Model Applications in Power Systems: A Comprehensive Review and Outlook
  Journal of Modern Power Systems and Clean Energy 2026 DOI: 10.35833/MPCE.2025.000760
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• Physics-Informed Preventive Transient Stability Control Under Incomplete SCADA Data via Multi-Set Masked Set-Transformers
  IEEE Transactions on Industrial Informatics 2026 DOI: 10.1109/TII.2026.3725338
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• Transformer-Enhanced Constrained Reinforcement Learning for Load Frequency Control in High- Renewable Multi-Area Grids
  Proceedings 2026 11th Asia Conference on Power and Electrical Engineering Acpee 2026 2026 DOI: 10.1109/ACPEE69242.2026.11524918
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• A Learning based Bidding Strategy for Energy Arbitrage of Battery Energy Storage Systems in Day-Ahead Electricity Market
  2025 IEEE Pes Innovative Smart Grid Technologies Asia Isgt Asia 2025 2025 DOI: 10.1109/ISGTAsia63446.2025.11431285
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• A Multi-Task Learning-Based Approach for Power System Short-Term Voltage Stability Assessment With Missing PMU Data
  IEEE Transactions on Automation Science and Engineering 2025 DOI: 10.1109/TASE.2025.3551593
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• A New Neural Network Paradigm for Scalable and Generalizable Stability Analysis of Power Systems
  Arxiv 2025 DOI: 10.48550/arXiv.2510.25501
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• A PINN-Centric Approach to Battery SOH: Harmonizing LSTM Dynamics with Kalman Filter Precision
  Conference Proceedings IEEE International Conference on Systems Man and Cybernetics 2025 DOI: 10.1109/SMC58881.2025.11343412
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• Research on Reverse Recognition Method of Power System Topological Structure Based on State Measurement,基于状态量测的电网拓扑结构反向识别方法研究
  Zhongguo Dianji Gongcheng Xuebao Proceedings of the Chinese Society of Electrical Engineering 2019 DOI: 10.13334/j.0258-8013.pcsee.182454
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• Research on cyber security defense technology of power generation acquisition terminal in new energy plant
  Proceedings IEEE International Conference on Energy Internet Icei 2019 2019 DOI: 10.1109/ICEI.2019.00011
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• Reserch on cyber attack of key measurement and control equipment in power grid
  Proceedings IEEE International Conference on Energy Internet Icei 2019 2019 DOI: 10.1109/ICEI.2019.00012
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• A Method for Power System Static Stability Situation Assessment Based on Scale Invariant Feature Transform
  2018 International Conference on Power System Technology Powercon 2018 Proceedings 2018 DOI: 10.1109/POWERCON.2018.8601789
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• A Noise-Tolerant Temporal-Adaptive Approach for Short-Term Voltage Stability Assessment of Power Systems
  Yuchen Zhang, Zhao Yang Dong, Rui Zhang +1 more
  International Conference on Innovative Smart Grid Technologies Isgt Asia 2018 2018 DOI: 10.1109/ISGT-Asia.2018.8467941
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• Post‐disturbance transient stability assessment of power systems by a self‐adaptive intelligent system
  IET Generation, Transmission & Distribution 2015 DOI: 10.1049/iet-gtd.2014.0264
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