By Dr Rachel Zhang

Journal articles

Ren C; Wang T; Dong ZY; Zhang R, 2024, 'Transfer Extreme Learning Machine for Power System Cross-Fault and Cross-Scale Stability Assessment With Limited Guide Instances', IEEE Transactions on Power Systems, 39, pp. 5431 - 5434, http://dx.doi.org/10.1109/tpwrs.2024.3366433

Fan F; Xu Y; Zhang R; Wan T, 2022, 'Whole-lifetime Coordinated Service Strategy for Battery Energy Storage System Considering Multi-stage Battery Aging Characteristics', Journal of Modern Power Systems and Clean Energy, 10, pp. 689 - 699, http://dx.doi.org/10.35833/MPCE.2021.000034

Zhang C; Xu Y; Wang Y; Dong ZY; Zhang R, 2022, 'Three-Stage Hierarchically-Coordinated Voltage/Var Control Based on PV Inverters Considering Distribution Network Voltage Stability', IEEE Transactions on Sustainable Energy, 13, pp. 868 - 881, http://dx.doi.org/10.1109/TSTE.2021.3136722

Xu R; Zhang C; Xu Y; Dong Z; Zhang R, 2022, 'Multi-Objective Hierarchically-Coordinated Volt/Var Control for Active Distribution Networks with Droop-Controlled PV Inverters', IEEE Transactions on Smart Grid, 13, pp. 998 - 1011, http://dx.doi.org/10.1109/TSG.2021.3126761

Fan F; Zhang R; Xu Y; Ren S, 2022, 'Robustly Coordinated Operation of an Emission-free Microgrid with Hybrid Hydrogen-battery Energy Storage', CSEE Journal of Power and Energy Systems, 8, pp. 369 - 379, http://dx.doi.org/10.17775/CSEEJPES.2021.04200

Ren C; Xu Y; Zhao J; Zhang R; Wan T, 2022, 'A super-resolution perception-based incremental learning approach for power system voltage stability assessment with incomplete PMU measurements', CSEE Journal of Power and Energy Systems, 8, pp. 76 - 85, http://dx.doi.org/10.17775/CSEEJPES.2020.05930

Chi Y; Xu Y; Zhang R; Zhang R, 2021, 'Many-objective robust optimization for dynamic VAR planning to enhance voltage stability of a wind-energy power system', IEEE Transactions on Power Delivery, 36, pp. 30 - 42, http://dx.doi.org/10.1109/TPWRD.2020.2982471

Zhang C; Xu Y; Dong ZY; Zhang R; Zhang R; Zhang R, 2020, 'Multi-Objective Adaptive Robust Voltage/VAR Control for High-PV Penetrated Distribution Networks', IEEE Transactions on Smart Grid, 11, pp. 5288 - 5300, http://dx.doi.org/10.1109/TSG.2020.3000726

Ren C; Xu Y; Zhang Y; Zhang R; Zhang R, 2020, 'A Hybrid Randomized Learning System for Temporal-Adaptive Voltage Stability Assessment of Power Systems', IEEE Transactions on Industrial Informatics, 16, pp. 3672 - 3684, http://dx.doi.org/10.1109/TII.2019.2940098

Zhang Y; Xu Y; Dong ZY; Zhang R; Zhang R, 2019, 'A Hierarchical Self-Adaptive Data-Analytics Method for Real-Time Power System Short-Term Voltage Stability Assessment', IEEE Transactions on Industrial Informatics, 15, pp. 74 - 84, http://dx.doi.org/10.1109/TII.2018.2829818

Zhang R; Xu Y; Dong ZY; Wong KP, 2016, 'Measurement-based dynamic load modelling using time-domain simulation and parallel-evolutionary search', IET Generation, Transmission and Distribution, 10, pp. 3893 - 3900, http://dx.doi.org/10.1049/iet-gtd.2016.0579

Xu Y; Xie X; Dong ZY; Hill DJ; Zhang R, 2016, 'Risk-averse multi-objective generation dispatch considering transient stability under load model uncertainty', IET Generation, Transmission and Distribution, 10, pp. 2785 - 2791, http://dx.doi.org/10.1049/iet-gtd.2015.1502

Xu Y; Zhang R; Zhao J; Dong ZY; Wang D; Yang H; Wong KP, 2016, 'Assessing Short-Term Voltage Stability of Electric Power Systems by a Hierarchical Intelligent System', IEEE Transactions on Neural Networks and Learning Systems, 27, pp. 1686 - 1696, http://dx.doi.org/10.1109/TNNLS.2015.2441706

Xu Y; Yang H; Zhang R; Dong ZY; Lai M; Wong KP, 2016, 'A contingency partitioning approach for preventive-corrective security-constrained optimal power flow computation', Electric Power Systems Research, 132, pp. 132 - 140, http://dx.doi.org/10.1016/j.epsr.2015.11.012

Xu Y; Dong ZY; Xiao C; Zhang R; Wong KP, 2015, 'Optimal placement of static compensators for multi-objective voltage stability enhancement of power systems', IET Generation, Transmission and Distribution, 9, pp. 2144 - 2151, http://dx.doi.org/10.1049/iet-gtd.2015.0070

Xu Y; Dong ZY; Zhang R; Xue Y; Hill DJ, 2015, 'A Decomposition-Based Practical Approach to Transient Stability-Constrained Unit Commitment', IEEE Transactions on Power Systems, 30, pp. 1455 - 1464, http://dx.doi.org/10.1109/TPWRS.2014.2350476

Zhang R; Xu Y; Dong ZY; Wong KP, 2015, 'Post-disturbance transient stability assessment of power systems by a self-adaptive intelligent system', IET Generation, Transmission and Distribution, 9, pp. 296 - 305, http://dx.doi.org/10.1049/iet-gtd.2014.0264

Xu Y; Dong ZY; Zhang R; Wong KP; Lai M, 2014, 'Closure to discussion on 'solving preventive-corrective SCOPF by a hybrid computational strategy'', IEEE Transactions on Power Systems, 29, pp. 3124 - 3125, http://dx.doi.org/10.1109/TPWRS.2014.2359354

Xu Y; Dong ZY; Meng K; Yao WF; Zhang R; Wong KP, 2014, 'Multi-objective dynamic VAR planning against short-term voltage instability using a decomposition-based evolutionary algorithm', IEEE Transactions on Power Systems, 29, pp. 2813 - 2822, http://dx.doi.org/10.1109/TPWRS.2014.2310733

Xu Y; Dong ZY; Zhang R; Po Wong K, 2014, 'A decision tree-based on-line preventive control strategy for power system transient instability prevention', International Journal of Systems Science, 45, pp. 176 - 186, http://dx.doi.org/10.1080/00207721.2011.626906

Zhang R; Dong ZY; Xu Y; Wong KP; Lai M, 2014, 'Hybrid computation of corrective security-constrained optimal power flow problems', IET Generation, Transmission and Distribution, 8, pp. 995 - 1006, http://dx.doi.org/10.1049/iet-gtd.2013.0384

Xu Y; Dong ZY; Luo F; Zhang R; Wong KP, 2014, 'Parallel-differential evolution approach for optimal event-driven load shedding against voltage collapse in power systems', IET Generation, Transmission and Distribution, 8, pp. 651 - 660, http://dx.doi.org/10.1049/iet-gtd.2012.0385

Xu Y; Dong ZY; Zhang R; Wong KP; Lai M, 2014, 'Solving preventive-corrective SCOPF by a hybrid computational strategy', IEEE Transactions on Power Systems, 29, pp. 1345 - 1355, http://dx.doi.org/10.1109/TPWRS.2013.2293150

Zhang R; Dong ZY; Xu Y; Meng K; Wong KP, 2013, 'Short-term load forecasting of Australian national electricity market by an ensemble model of extreme learning machine', IET Generation, Transmission and Distribution, 7, pp. 391 - 397, http://dx.doi.org/10.1049/iet-gtd.2012.0541

Xu Y; Dai Y; Dong ZY; Zhang R; Meng K, 2013, 'Extreme learning machine-based predictor for real-time frequency stability assessment of electric power systems', Neural Computing and Applications, 22, pp. 501 - 508, http://dx.doi.org/10.1007/s00521-011-0803-3

Xu Y; Dong ZY; Guan L; Zhang R; Wong KP; Luo F, 2012, 'Preventive dynamic security control of power systems based on pattern discovery technique', IEEE Transactions on Power Systems, 27, pp. 1236 - 1244, http://dx.doi.org/10.1109/TPWRS.2012.2183898

Xu Y; Dong ZY; Meng K; Zhang R; Wong KP, 2011, 'Real-time transient stability assessment model using extreme learning machine', IET Generation, Transmission and Distribution, 5, pp. 314 - 322, http://dx.doi.org/10.1049/iet-gtd.2010.0355

Conference Papers

Kong W; Men K; Guo Z; Dong ZY; Zhang R; Jia Y; Dong J; Zhang R, 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

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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