Senior Lecturer

Dr Guo Chen

Engineering
Sch: Electrical Eng & Telecom

Dr Chen is now a Scientia Senior Lecturer at School of Electrical Engineering and Telecommunications, the University of New South Wales. Before this appointment, he was a research fellow at the Australian National University, the University of Sydney and the University of Newcastle respectively. Dr Chen’s main research interests are power system security assessment, sustainable energy system modeling, artificial intelligence and neural networks, cyber physical system modelling, optimization and control, and their applications in smart grid and smart home. He has published about 100 high quality journal and conference papers in these fields.

Publications

  • Journal articles | 2021
    Li C; Dong Z; Chen G; Zhou B; Zhang J; Yu X, 2021, 'Data-Driven Planning of Electric Vehicle Charging Infrastructure: A Case Study of Sydney, Australia', IEEE Transactions on Smart Grid, vol. 12, pp. 3289 - 3304, http://dx.doi.org/10.1109/TSG.2021.3054763
    Journal articles | 2019
    Yang F; Li H; Chen G; Xia D; Han Q, 2019, 'Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control', Neural Computing and Applications, vol. 31, pp. 7945 - 7961, http://dx.doi.org/10.1007/s00521-018-3618-7
    Journal articles | 2019
    Dai X; Chen G; Li C, 2019, 'A discriminant graph nonnegative matrix factorization approach to computer vision', Neural Computing and Applications, vol. 31, pp. 7879 - 7889, http://dx.doi.org/10.1007/s00521-018-3608-9
    Journal articles | 2018
    Chen G; Li J, 2018, 'A fully distributed ADMM-based dispatch approach for virtual power plant problems', Applied Mathematical Modelling, vol. 58, pp. 300 - 312, http://dx.doi.org/10.1016/j.apm.2017.06.010
    Journal articles | 2019
    Chen T; Wang C; Chen G; Dong Z; Hill DJ, 2019, 'Small Fault Detection for a Class of Closed-Loop Systems via Deterministic Learning', IEEE Transactions on Cybernetics, vol. 49, pp. 897 - 906, http://dx.doi.org/10.1109/TCYB.2018.2789360
    Journal articles | 2018
    Song D; Yang J; Fan X; Liu Y; Liu A; Chen G; Joo YH, 2018, 'Maximum power extraction for wind turbines through a novel yaw control solution using predicted wind directions', Energy Conversion and Management, vol. 157, pp. 587 - 599, http://dx.doi.org/10.1016/j.enconman.2017.12.019
    Journal articles | 2017
    Wang H; Huang T; Liao X; Abu-Rub H; Chen G, 2017, 'Reinforcement Learning for Constrained Energy Trading Games with Incomplete Information', IEEE Transactions on Cybernetics, vol. 47, pp. 3404 - 3416, http://dx.doi.org/10.1109/TCYB.2016.2539300
    Journal articles | 2017
    Li H; Chen G; Liao X; Huang T, 2017, 'Attraction region seeking for power grids', IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 64, pp. 201 - 205, http://dx.doi.org/10.1109/TCSII.2016.2561410
    Journal articles | 2016
    Wang H; Huang T; Liao X; Abu-Rub H; Chen G, 2016, 'Reinforcement Learning in Energy Trading Game among Smart Microgrids', IEEE Transactions on Industrial Electronics, vol. 63, pp. 5109 - 5119, http://dx.doi.org/10.1109/TIE.2016.2554079
    Journal articles | 2016
    Li H; Chen G; Liao X; Huang T, 2016, 'Leader-Following Consensus of Discrete-Time Multiagent Systems with Encoding-Decoding', IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 63, pp. 401 - 405, http://dx.doi.org/10.1109/TCSII.2015.2503678
    Journal articles | 2017
    Li H; Huang C; Chen G; Liao X; Huang T, 2017, 'Distributed consensus optimization in multiagent networks with time-varying directed topologies and quantized communication', IEEE Transactions on Cybernetics, vol. 47, pp. 2044 - 2057, http://dx.doi.org/10.1109/TCYB.2017.2681119
    Journal articles | 2016
    Li C; Yu X; Huang T; Chen G; He X, 2016, 'A Generalized Hopfield Network for Nonsmooth Constrained Convex Optimization: Lie Derivative Approach', IEEE Transactions on Neural Networks and Learning Systems, vol. 27, pp. 308 - 321, http://dx.doi.org/10.1109/TNNLS.2015.2496658
    Journal articles | 2018
    Geng L; Zhao Y; Chen G, 2018, 'Simplified Sequential Simulation of Bulk Power System Reliability Via Chronological Probability Model of Load Supplying Capability', IEEE Transactions on Power Systems, vol. 33, pp. 2349 - 2358, http://dx.doi.org/10.1109/TPWRS.2017.2757033
    Journal articles | 2016
    Li H; Chen G; Xiao L, 2016, 'Event-triggered nonlinear consensus in directed multi-agent systems with combinational state measurements', International Journal of Systems Science, vol. 47, pp. 3364 - 3377, http://dx.doi.org/10.1080/00207721.2016.1146973
    Journal articles | 2015
    Zhou B; Liao X; Huang T; Chen G, 2015, 'Pinning exponential synchronization of complex networks via event-triggered communication with combinational measurements', Neurocomputing, vol. 157, pp. 199 - 207, http://dx.doi.org/10.1016/j.neucom.2015.01.018
    Journal articles | 2008
    Chen G, 2008, 'A novel heuristic method for obtaining S-boxes', Chaos, Solitons and Fractals, vol. 36, pp. 1028 - 1036, http://dx.doi.org/10.1016/j.chaos.2006.08.003
    Journal articles | 2016
    Gao L; Liao X; Li H; Chen G, 2016, 'Event-triggered control for multi-agent systems with general directed topology and time delays', Asian Journal of Control, vol. 18, pp. 945 - 953, http://dx.doi.org/10.1002/asjc.1166
    Journal articles | 2016
    Ji X; Wang B; Liu D; Chen G; Tang F; Wei D; Tu L, 2016, 'Improving interdependent networks robustness by adding connectivity links', Physica A: Statistical Mechanics and its Applications, vol. 444, pp. 9 - 19, http://dx.doi.org/10.1016/j.physa.2015.10.010
    Journal articles | 2013
    Li H; Liao X; Chen G, 2013, 'Leader-following finite-time consensus in second-order multi-agent networks with nonlinear dynamics', International Journal of Control, Automation and Systems, vol. 11, pp. 422 - 426, http://dx.doi.org/10.1007/s12555-012-0100-7
    Journal articles | 2017
    Li J; Chen G; Wu Z; He X, 2017, 'Distributed subgradient method for multi-agent optimization with quantized communication', Mathematical Methods in the Applied Sciences, vol. 40, pp. 1201 - 1213, http://dx.doi.org/10.1002/mma.4044
    Journal articles | 2017
    Zhou B; Liao X; Huang T; Li H; Chen G, 2017, 'Event-Based Semiglobal Consensus of Homogenous Linear Multi-Agent Systems Subject to Input Saturation', Asian Journal of Control, vol. 19, pp. 564 - 574, http://dx.doi.org/10.1002/asjc.1378
    Journal articles | 2015
    Zhou B; Liao X; Huang T; Chen G, 2015, 'Leader-following exponential consensus of general linear multi-agent systems via event-triggered control with combinational measurements', Applied Mathematics Letters, vol. 40, pp. 35 - 39, http://dx.doi.org/10.1016/j.aml.2014.09.009
    Journal articles | 2014
    LI C; CHEN G; LIU J, 2014, 'A new method of enhancing reliability for transmission expansion planning', Journal of Modern Power Systems and Clean Energy, vol. 2, pp. 341 - 349, http://dx.doi.org/10.1007/s40565-014-0080-0
    Journal articles | 2013
    Zeng B; Chen G; Liu SF, 2013, 'A novel interval grey prediction model considering uncertain information', Journal of the Franklin Institute, vol. 350, pp. 3400 - 3416, http://dx.doi.org/10.1016/j.jfranklin.2013.08.007
    Journal articles | 2015
    Wang H; Liao X; Huang T; Chen G, 2015, 'Distributed parameter estimation in unreliable WSNs: Quantized communication and asynchronous intermittent observation', Information Sciences, vol. 309, pp. 11 - 25, http://dx.doi.org/10.1016/j.ins.2015.03.007
    Journal articles | 2016
    Li H; Chen G; Xiao L, 2016, 'Event-triggered sampling scheme for pinning control in multi-agent networks with general nonlinear dynamics', Neural Computing and Applications, vol. 27, pp. 2587 - 2599, http://dx.doi.org/10.1007/s00521-015-2027-4
    Journal articles | 2016
    Wang H; Liao X; Wang Z; Huang T; Chen G, 2016, 'Distributed parameter estimation in unreliable sensor networks via broadcast gossip algorithms', Neural Networks, vol. 73, pp. 1 - 9, http://dx.doi.org/10.1016/j.neunet.2015.09.008
    Journal articles | 2015
    Zhou B; Liao X; Huang T; Wang H; Chen G, 2015, 'Constrained consensus of asynchronous discrete-time multi-agent systems with time-varying topology', Information Sciences, vol. 320, pp. 223 - 234, http://dx.doi.org/10.1016/j.ins.2015.05.024
    Journal articles | 2007
    Chen G; Chen Y; Liao X, 2007, 'An extended method for obtaining S-boxes based on three-dimensional chaotic Baker maps', Chaos, Solitons and Fractals, vol. 31, pp. 571 - 579, http://dx.doi.org/10.1016/j.chaos.2005.10.022
    Journal articles | 2016
    Li H; Chen G; Huang T; Zhu W; Xiao L, 2016, 'Event-triggered consensus in nonlinear multi-agent systems with nonlinear dynamics and directed network topology', Neurocomputing, vol. 185, pp. 105 - 112, http://dx.doi.org/10.1016/j.neucom.2015.12.047
    Journal articles | 2016
    Li H; Chen G; Dong Z; Xia D, 2016, 'Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme', Information Sciences, vol. 370-371, pp. 598 - 622, http://dx.doi.org/10.1016/j.ins.2016.01.088
    Journal articles | 2010
    Chen G; Dong ZY; Hill DJ; Zhang GH; Hua KQ, 2010, 'Attack structural vulnerability of power grids: A hybrid approach based on complex networks', Physica A: Statistical Mechanics and its Applications, vol. 389, pp. 595 - 603, http://dx.doi.org/10.1016/j.physa.2009.09.039
    Journal articles | 2009
    Chen G; Dong ZY; Hill DJ; Zhang GH, 2009, 'An improved model for structural vulnerability analysis of power networks', Physica A: Statistical Mechanics and its Applications, vol. 388, pp. 4259 - 4266, http://dx.doi.org/10.1016/j.physa.2009.06.041
    Journal articles | 2011
    Chen G; Dong ZY; Hill DJ; Xue YS, 2011, 'Exploring reliable strategies for defending power systems against targeted attacks', IEEE Transactions on Power Systems, vol. 26, pp. 1000 - 1009, http://dx.doi.org/10.1109/TPWRS.2010.2078524
    Journal articles | 2015
    Li H; Liao X; Huang J; Chen G; Dong Z; Huang T, 2015, 'Diverting homoclinic chaos in a class of piecewise smooth oscillators to stable periodic orbits using small parametrical perturbations', Neurocomputing, vol. 149, pp. 1587 - 1595, http://dx.doi.org/10.1016/j.neucom.2014.08.034
    Journal articles | 2014
    Dai Y; Chen G; Dong Z; Xue Y; Hill DJ; Zhao Y, 2014, 'An improved framework for power grid vulnerability analysis considering critical system features', Physica A: Statistical Mechanics and its Applications, vol. 395, pp. 405 - 415, http://dx.doi.org/10.1016/j.physa.2013.10.029
    Journal articles | 2017
    Zhang W; Li J; Chen G; Dong ZY; Wong KP, 2017, 'A Comprehensive Model with Fast Solver for Optimal Energy Scheduling in RTP Environment', IEEE Transactions on Smart Grid, vol. 8, pp. 2314 - 2323, http://dx.doi.org/10.1109/TSG.2016.2522947
    Journal articles | 2017
    Chen G; Li C; Dong Z, 2017, 'Parallel and Distributed Computation for Dynamical Economic Dispatch', IEEE Transactions on Smart Grid, vol. 8, pp. 1026 - 1027, http://dx.doi.org/10.1109/TSG.2016.2623980
    Journal articles | 2017
    Liao K; He Z; Xu Y; Chen G; Dong ZY; Wong KP, 2017, 'A Sliding Mode Based Damping Control of DFIG for Interarea Power Oscillations', IEEE Transactions on Sustainable Energy, vol. 8, pp. 258 - 267, http://dx.doi.org/10.1109/TSTE.2016.2597306
    Journal articles | 2016
    Li J; Chen G; Dong Z; Wu Z; Yao M, 2016, 'Distributed mirror descent method for saddle point problems over directed graphs', Complexity, vol. 21, pp. 178 - 190, http://dx.doi.org/10.1002/cplx.21794
    Journal articles | 2015
    Chen G; Dai Y; Xu Z; Dong Z; Xue Y, 2015, 'A flexible framework of line power flow estimation for high-order contingency analysis', International Journal of Electrical Power and Energy Systems, vol. 70, pp. 1 - 8, http://dx.doi.org/10.1016/j.ijepes.2015.01.036
    Journal articles | 2016
    Li J; Chen G; Dong Z; Wu Z, 2016, 'Distributed mirror descent method for multi-agent optimization with delay', Neurocomputing, vol. 177, pp. 643 - 650, http://dx.doi.org/10.1016/j.neucom.2015.12.017
    Journal articles | 2015
    Li H; Liao X; Chen G; Hill DJ; Dong Z; Huang T, 2015, 'Event-triggered asynchronous intermittent communication strategy for synchronization in complex dynamical networks', Neural Networks, vol. 66, pp. 1 - 10, http://dx.doi.org/10.1016/j.neunet.2015.01.006
    Journal articles | 2015
    Li C; Dong ZY; Chen G; Luo F; Liu J, 2015, 'Flexible transmission expansion planning associated with large-scale wind farms integration considering demand response', IET Generation, Transmission and Distribution, vol. 9, pp. 2276 - 2283, http://dx.doi.org/10.1049/iet-gtd.2015.0579
    Journal articles | 2016
    Li H; Chen G; Huang T; Dong Z; Zhu W; Gao L, 2016, 'Event-Triggered Distributed Average Consensus over Directed Digital Networks with Limited Communication Bandwidth', IEEE Transactions on Cybernetics, vol. 46, pp. 3098 - 3110, http://dx.doi.org/10.1109/TCYB.2015.2496977
    Journal articles | 2016
    Miao H; Chen G; Dong Z, 2016, 'Enhanced evolutionary heuristic approaches for remote metering smart grid networks', IET Networks, vol. 5, pp. 153 - 161, http://dx.doi.org/10.1049/iet-net.2016.0003
    Journal articles | 2015
    Luo F; Dong Z; Chen G; Xu Y; Meng K; Chen Y; Wong K, 2015, 'Advanced pattern discovery-based fuzzy classification method for power system dynamic security assessment', IEEE Transactions on Industrial Informatics, vol. 11, pp. 416 - 426, http://dx.doi.org/10.1109/TII.2015.2399698
    Journal articles | 2017
    Li H; Chen G; Huang T; Dong Z, 2017, 'High-Performance Consensus Control in Networked Systems with Limited Bandwidth Communication and Time-Varying Directed Topologies', IEEE Transactions on Neural Networks and Learning Systems, vol. 28, pp. 1043 - 1054, http://dx.doi.org/10.1109/TNNLS.2016.2519894
    Journal articles | 2016
    Ji X; Wang B; Liu D; Dong Z; Chen G; Zhu Z; Zhu X; Wang X, 2016, 'Will electrical cyber–physical interdependent networks undergo first-order transition under random attacks?', Physica A: Statistical Mechanics and its Applications, vol. 460, pp. 235 - 245, http://dx.doi.org/10.1016/j.physa.2016.05.017
    Journal articles | 2016
    Li J; Chen G; Dong Z; Wu Z, 2016, 'A fast dual proximal-gradient method for separable convex optimization with linear coupled constraints', Computational Optimization and Applications, vol. 64, pp. 671 - 697, http://dx.doi.org/10.1007/s10589-016-9826-0
    Journal articles | 2016
    Wang Z; Chen G; Hill DJ; Dong ZY, 2016, 'A power flow based model for the analysis of vulnerability in power networks', Physica A: Statistical Mechanics and its Applications, vol. 460, pp. 105 - 115, http://dx.doi.org/10.1016/j.physa.2016.05.001
    Journal articles | 2017
    Wang Z; Hill DJ; Chen G; Dong ZY, 2017, 'Power system cascading risk assessment based on complex network theory', Physica A: Statistical Mechanics and its Applications, vol. 482, pp. 532 - 543, http://dx.doi.org/10.1016/j.physa.2017.04.031
  • Conference Papers | 2018
    Zhao Z; Chen G, 2018, 'An Overview of Cyber Security for Smart Grid', in IEEE International Symposium on Industrial Electronics, pp. 1127 - 1131, http://dx.doi.org/10.1109/ISIE.2018.8433816
    Conference Papers | 2016
    Li C; Yu X; Sokolowski P; Liu N; Chen G, 2016, 'A stochastic game for energy resource trading in the context of Energy Internet', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2016.7741891
    Conference Papers | 2014
    Zhang W; Chen G; Dong Z; Li J; Wu Z, 2014, 'An efficient algorithm for optimal real-time pricing strategy in smart grid', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2014.6939401
    Conference Papers | 2012
    Chen G; Dong Z; Hill DJ, 2012, 'Transmission network expansion planning with wind energy integration: A stochastic programming model', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2012.6344752
    Conference Papers | 2013
    Luo FJ; Dong Z; Chen YY; Meng K; Chen G; Tian H; Wong KP, 2013, 'A novel short-term dispatch scheme for wind farm with battery energy storage system', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESMG.2013.6672574
    Conference Papers | 2014
    Zhang W; Chen G; Su Y; Dong Z; Li J, 2014, 'A dynamic game behavior: Demand side management based on utility maximization with renewable energy and storage integration', in 2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings, http://dx.doi.org/10.1109/AUPEC.2014.6966581
    Conference Papers | 2014
    Zhang L; Chen G; Wang Z; Dong Z; Hill D, 2014, 'Robust H∞ load frequency control of future power grid with energy storage considering parametric uncertainty and time delay', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2014.6939277
    Conference Papers | 2014
    Kong W; Dong ZY; Chen G; Jia Y, 2014, 'A rule based domestic load profile generator for future smart grid', in 2014 Australasian Universities Power Engineering Conference, AUPEC 2014 - Proceedings, http://dx.doi.org/10.1109/AUPEC.2014.6966579
    Conference Papers | 2016
    Li C; Liu J; Dong Z; Chen G, 2016, 'A lower sideband EMD and its application in power systems', in Proceedings of the 5th IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies, DRPT 2015, pp. 757 - 764, http://dx.doi.org/10.1109/DRPT.2015.7432351
    Conference Papers | 2015
    Wang Z; Zhang W; Zhang L; Chen G; Dong Z; Huang T, 2015, 'Impact of different penetrations of renewable sources and demand side management on Australian future grid', in 2015 1st Workshop on Smart Grid and Renewable Energy, SGRE 2015, http://dx.doi.org/10.1109/SGRE.2015.7208723
    Conference Papers | 2015
    Liu L; Ma J; Dong Z; Chen G; Wong KP, 2015, 'Influence of enhanced interconnecting links on cascading failures in smart grid', in IEEE Power and Energy Society General Meeting, http://dx.doi.org/10.1109/PESGM.2015.7286005

Awards

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