By Dr Rachel Zhang

Journal articles

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

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

Yan R; Xu Y; Zhang R, 2023, 'Graph Attention Network Based Reinforcement Learning Method for Optimal Distributed Frequency Control of an Islanded AC Microgrid', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM52003.2023.10252521

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

Rokh SB; Zhang R; Ravishankar J; Saberi H; Fletcher J, 2023, 'Real-Time Optimization of Microgrid Energy Management Using Double Deep Q-Network', in 2023 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2023, http://dx.doi.org/10.1109/ISGT51731.2023.10066355

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

Fei J; Shi C; Yuan X; Zhang R; Chen W; Yang Y, 2019, 'Reserch on cyber attack of key measurement and control equipment in power grid', in Proceedings - IEEE International Conference on Energy Internet, ICEI 2019, pp. 31 - 36, http://dx.doi.org/10.1109/ICEI.2019.00012

Zhang R; Fei J; Shi C; Zhang X; Huang X; Lu Z, 2019, 'A Malicious Attack Correlation Analysis Method Integrating Interaction Process of Source-Grid-Load System', in Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2018, pp. 1101 - 1106, http://dx.doi.org/10.1109/CCIS.2018.8691146

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

Yang X; Zhang R; Chen Q; Chen S, 2017, 'A quantitative assessment method of integral static stability for large scale power grid based on generalized source-grid-load equivalent model', in Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017, pp. 360 - 364, http://dx.doi.org/10.1109/ICEIEC.2017.8076582

Yang X; Chen Q; Chen S; Zhang R; Ma Y, 2017, 'Research on communication technology in coordinated hydro and wind power generation', in Proceedings of 2017 IEEE 7th International Conference on Electronics Information and Emergency Communication, ICEIEC 2017, pp. 373 - 376, http://dx.doi.org/10.1109/ICEIEC.2017.8076585

Zhang R; Chen H; Yeoh PL; Li Y; Vucetic B, 2017, 'Full-duplex cooperative cognitive radio networks with wireless energy harvesting', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC.2017.7996608

Huang G; Wen F; Salam MA; Dong Z; Zheng Y; Zhang R, 2016, 'Optimal collaborative expansion planning of integrated electrical and natural gas energy systems', in IEEE PES Innovative Smart Grid Technologies Conference Europe, pp. 378 - 383, http://dx.doi.org/10.1109/ISGT-Asia.216.7796415

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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