By Dr Rachel Zhang

Conference Papers

Ye H; Zhang R; Wen S; Zhu M; Zhang Y, 2026, 'Transformer-Enhanced Constrained Reinforcement Learning for Load Frequency Control in High- Renewable Multi-Area Grids', in Proceedings 2026 11th Asia Conference on Power and Electrical Engineering Acpee 2026, pp. 1075 - 1080, http://dx.doi.org/10.1109/ACPEE69242.2026.11524918

Sun H; Xu Y; Xia Y; Xie D; Zhang R, 2025, 'A Learning based Bidding Strategy for Energy Arbitrage of Battery Energy Storage Systems in Day-Ahead Electricity Market', in 2025 IEEE Pes Innovative Smart Grid Technologies Asia Isgt Asia 2025, pp. 96 - 100, http://dx.doi.org/10.1109/ISGTAsia63446.2025.11431285

Xu K; Guo F; Wang R; Zhang R; Mo H, 2025, 'A PINN-Centric Approach to Battery SOH: Harmonizing LSTM Dynamics with Kalman Filter Precision', in Conference Proceedings IEEE International Conference on Systems Man and Cybernetics, pp. 4137 - 4143, http://dx.doi.org/10.1109/SMC58881.2025.11343412

Guan S; Zhang R, 2025, 'Data-Driven Multi-Objective Preventive Transient Stability Control under Uncertainty', in Australasian Universities Power Engineering Conference Aupec, http://dx.doi.org/10.1109/AUPEC66173.2025.11219487

Ye H; Wen S; Zhang R; Zhang Y; Zhu M; Lin P; Jiang S, 2025, 'Power System Transient Stability Control with Grid-Connected Virtual Synchronous Machines: A Deep Reinforcement Learning Approach', in Conference Record IAS Annual Meeting IEEE Industry Applications Society, http://dx.doi.org/10.1109/IAS62731.2025.11061389

Khan AB; Zhang R; Zhang Y; Dong ZY, 2024, 'A Systematic Review of Data-driven Methods in Emergency Control of Power Systems', in 2024 IEEE 34th Australasian Universities Power Engineering Conference Aupec 2024, http://dx.doi.org/10.1109/AUPEC62273.2024.10807390

Khan AB; Zhang Y; Zhang R; Dong ZY, 2023, 'Emergency Battery Energy Storage System Shedding Against Fault-Induced Delayed Voltage Recovery in Power Systems', in 2023 IEEE Belgrade Powertech Powertech 2023, http://dx.doi.org/10.1109/PowerTech55446.2023.10202730

Guan S; Zhang R; Xu R, 2023, 'Power System Preventive Transient Stability Control: A Comprehensive Review', in 2023 IEEE International Conference on Energy Technologies for Future Grids Etfg 2023, http://dx.doi.org/10.1109/ETFG55873.2023.10408487

Li Q; Zhang R; Koh LH, 2022, 'A Confidence-Aware Data-Driven Method for Batch Small-Signal Stability Assessment of Power Systems', in Proceedings of the 11th International Conference on Innovative Smart Grid Technologies Asia Isgt Asia 2022, pp. 354 - 358, http://dx.doi.org/10.1109/ISGTAsia54193.2022.10003558

Tang Y; Ren C; Zhang R; Ren S, 2022, 'A Gramian Angular Field Transform-Based Higher-Dimension Data-Driven Method for Post-Fault Short-Term Voltage Stability Assessment', in Proceedings of the 11th International Conference on Innovative Smart Grid Technologies Asia Isgt Asia 2022, pp. 595 - 599, http://dx.doi.org/10.1109/ISGTAsia54193.2022.10003631

Su Y; Xia Y; Zhang R, 2022, 'A Missing Data Tolerance Data-driven Method for Open-Circuit Fault Diagnosis of Three-phase Inverters Based on Random Forest and Resampling Scheme', in Proceedings of the 11th International Conference on Innovative Smart Grid Technologies Asia Isgt Asia 2022, pp. 359 - 363, http://dx.doi.org/10.1109/ISGTAsia54193.2022.10003581

Du Z; Yan Z; Xu Y; Zhang R, 2022, 'A Probabilistic Forecasting Method for Residential Load Demand based on Statistical Error Analysis', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM48719.2022.9916856

Kong W; Men K; Guo Z; Dong ZY; Zhang R; Jia Y, 2020, 'Automatic online partial discharge diagnosis via deep learning', in 2020 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference Isgt 2020, Institute of Electrical and Electronics Engineers (IEEE), DC, Washington, pp. 1 - 5, presented at 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), DC, Washington, 17 February 2020 - 20 February 2020, http://dx.doi.org/10.1109/ISGT45199.2020.9087778

Li Y; Wen F; Tian F; Xue Y; Dong ZY; Zheng Y; Zhang R, 2018, 'Day-ahead schedule of a multi-energy system with power-to-gas technology', in IEEE Power and Energy Society General Meeting, pp. 1 - 5, http://dx.doi.org/10.1109/PESGM.2017.8274258

Zhang R; Xu Y; Zhang W; Dong ZY; Zheng Y, 2016, 'Impact of dynamic load models on transient stability-constrained optimal power flow', in Asia Pacific Power and Energy Engineering Conference Appeec, pp. 18 - 23, http://dx.doi.org/10.1109/APPEEC.2016.7779462

Zhang W; Yan X; Dong ZY; Meng K; Zhang R, 2016, 'Robust OPF considering load and renewable power uncertainties in multi-terminal HVDC grids', in Asia Pacific Power and Energy Engineering Conference Appeec, pp. 24 - 27, http://dx.doi.org/10.1109/APPEEC.2016.7779463

Zhang R; Xu Y; Dong ZY; Kong W; Wong KP, 2016, 'A composite k-nearest neighbor model for day-ahead load forecasting with limited temperature forecasts', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2016.7741097

Zhang Y; Xu Y; Dong ZY; Zhang R; Wei W, 2016, 'Mining transient stability database for rule-based preventive control of power systems', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2016.7741566

Zhang C; Dong Z; Ma J; Xu Y; Zhang R, 2016, 'Robust dispatch of multiple energy resources and flexible loads in energy internet', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2016.7741405

Zhang W; Xu Y; Dong ZY; Wang Y; Zhang R, 2016, 'An efficient approach for robust SCOPF considering load and renewable power uncertainties', in 19th Power Systems Computation Conference Pscc 2016, http://dx.doi.org/10.1109/PSCC.2016.7540823

Xie X; Zhang R; Dong ZY; Zhang Y, 2015, 'An improved hybrid approach for transient stability-constrained optimal power flow', in IET Seminar Digest, Hong Kong, presented at 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM), Hong Kong, 08 November 2015 - 12 November 2015, http://dx.doi.org/10.1049/ic.2015.0229

Zhang R; Xu Y; Dong ZY; Zhang P; Wong KP, 2013, 'Voltage stability margin prediction by ensemble based extreme learning machine', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESMG.2013.6672489

Zhang R; Xu Y; Dong ZY; Hill DJ, 2012, 'Feature selection for intelligent stability assessment of power systems', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2012.6344780

Xu Y; Dong ZY; Xu Z; Zhang R; Wong KP, 2012, 'Power system transient stability-constrained optimal power flow: A comprehensive review', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2012.6344753

Zhang R; Xu Y; Dong ZY; Meng K; Xu Z, 2011, 'Intelligent systems for power system dynamic security assessment: Review and classification', in Drpt 2011 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, pp. 134 - 139, http://dx.doi.org/10.1109/DRPT.2011.5993876

Xu Y; Dong ZY; Meng K; Xu Z; Zhang R; Wu AY; Wong KP, 2010, 'Earlier detection of risk of blackout by real-time dynamic security assessment based on extreme learning machines', in 2010 International Conference on Power System Technology Technological Innovations Making Power Grid Smarter Powercon2010, http://dx.doi.org/10.1109/POWERCON.2010.5666055

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