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

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