Dr Ke Meng

BEng, MEng, PhD, MIEEE
Lecturer
School of Electrical &
Information Engineering

J03 - Electrical Engineering Building
The University of Sydney

Telephone +61 2 9351 3863

Website School of Electrical & Information Engineering

Centre for Future Energy Networks

Biographical details

Dr Ke Meng joined the School of Electrical and Information Engineering as a lecturer in electrical engineering in 2015. He received his Ph.D. degree from the University of Queensland, followed by post-doctoral appointments at the Department of Electrical Engineering, the Hong Kong Polytechnic University. Ke’s subsequent academic appointments were at the University of Newcastle, where he was initially an associate lecturer, and later promoted to research academic. He has also held research positions in China and Hong Kong SAR.

Research interests

Dr Ke Meng has been involved in renewable energy research since 2008. He has established an independent research profile in wind energy, more specifically on easing large-scale integration of wind energy into the power system. This includes direct experience in power system dispatch, power system computation, stability assessment, and controller design for wind farms.

Teaching and supervision

ELEC5203 - Topics in Power Engineering

ELEC5208 - Intelligent Electricity Networks

Current research students

Project title Research student
Transition Control Strategy for Renewable Energy Microgrid Yaran LI
Planning and Operation of Nested Microgrids Nur Sabrina MD NOORPI

Associations

  • Member, IEEE
  • Member of the Editorial Board,Journal of Modern Power Systems and Clean Energy
  • Member of the Editorial Board, Electric Power Components & Systems

Themes

Clean energy

Selected grants

2017

  • Multi-terminal HVDC Transmission System; Dong Z, Muttaqi K, Meng K, Rahman S, Hill D; Australian Research Council (ARC)/Discovery Projects (DP).

2016

  • AIC project Inter-islands Multi-terminal High-voltage Direct Current (HVDC) Transmission System for Renewable Integration - Energy Cluster project; Dong Z, Meng K; Australia-Indonesia Centre/Research Clusters.

Selected publications

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Book Chapters

  • Yang, H., Zhang, D., Meng, K., Lai, M., Dong, Z. (2014). Economic Scheduling of CCHP Systems Considering the Tradable Green Certificates. In Honglei Xu, Xiangyu Wang (Eds.), Optimization and Control Methods in Industrial Engineering and Construction, (pp. 139-160). Dordrecht, Netherlands: Springer.
  • Ali, M., Meng, K., Dong, Z., Zhang, P. (2010). Grid computing. Emerging Techniques in Power System Analysis, (pp. 95-115). Germany: Springer Berlin Heidelberg. [More Information]
  • Zhang, P., Meng, K., Dong, Z. (2010). Probabilistic vs. deterministic power system security and reliability assessment. Emerging Techniques in Power System Analysis, (pp. 117-145). Germany: Springer Berlin Heidelberg. [More Information]
  • Meng, K., Dong, Z., Yin, X., Wong, K. (2009). Electricity market clearing price forecasting. In Libao Shi, Zhao Yang Dong (Eds.), Computational Intelligence in Power Systems, (pp. 89-106). Kerala, India: Research Signpost.

Journals

  • Liu, L., Meng, K., Dong, Z. (2018). Robustness of networks formed from interdependent correlated networks under intentional attacks. Physica A, 491, 329-339. [More Information]
  • Yang, L., Zhang, C., Jian, J., Meng, K., Xu, Y., Dong, Z. (2017). A novel projected two binary variables formulation for unit commitment in power systems. Applied Energy, 187, 732-745. [More Information]
  • Luo, F., Dong, Z., Meng, K., Wen, J., Wang, H., Zhao, J. (2017). An Operational Planning Framework for Large-Scale Thermostatically Controlled Load Dispatch. IEEE Transactions on Industrial Informatics, 13(1), 217-227. [More Information]
  • Qiu, X., Xia, X., Lu, D., Meng, K., Cai, J., Tang, C., Xiao, H., Yi, H., Zhou, Y. (2017). Applied research of a modular multilevel converter with DC fault ride-through capability. Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 48(1), 148-155. [More Information]
  • Zhang, F., Meng, K., Xu, Z., Dong, Z., Zhang, L., Wan, C., Liang, J. (2017). Battery ESS planning for wind smoothing via variable-interval reference modulation and self-adaptive SOC control strategy. IEEE Transactions on Sustainable Energy, 8(2), 695-707. [More Information]
  • Gao, X., Meng, K., Dong, Z., Wang, D., Shawky El Moursi, M., Wong, K. (2017). Cooperation-Driven Distributed Control Scheme for Large-Scale Wind Farm Active Power Regulation. IEEE Transactions on Energy Conversion, 32(3), 1240-1250. [More Information]
  • Wang, D., Qiu, J., Meng, K., Gao, X., Dong, Z. (2017). Coordinated expansion co-planning of integrated gas and power systems. Journal of Modern Power Systems and Clean Energy, 5(3), 314-325. [More Information]
  • Zheng, Y., Hill, D., Meng, K., Hui, R. (2017). Critical Bus Voltage Support in Distribution Systems with Electric Springs and Responsibility Sharing. IEEE Transactions On Power Systems, 32(5), 3584-3593. [More Information]
  • Meng, K., Wang, D., Dong, Z., Gao, X., Zheng, Y., Wong, K. (2017). Distributed Control of Thermostatically Controlled Loads in Distribution Network with High Penetration of Solar PV. CSEE Journal of Power and Energy Systems, 3(1), 53-62. [More Information]
  • Zhang, Y., Zheng, Y., Meng, K., Dong, Z. (2017). Flexible Operation Planning Scheme Considering Wind Power Generation Forecasting Uncertainties. Electric Power Components and Systems, 45(5), 465-475. [More Information]
  • Meng, K., Zhang, W., Li, Y., Dong, Z., Xu, Z., Wong, K., Zheng, Y. (2017). Hierarchical SCOPF considering wind energy integration through multi-terminal VSC-HVDC grids [In Press]. IEEE Transactions On Power Systems, PP(99), 1-11. [More Information]
  • Zhang, F., Wang, G., Meng, K., Zhao, J., Xu, Z., Dong, Z., Liang, J. (2017). Improved Cycle Control and Sizing Scheme for Wind Energy Storage System Based on Multi-objective Optimization. IEEE Transactions on Sustainable Energy, 8(3), 966-977. [More Information]
  • Yang, J., Zhao, J., Wen, F., Meng, K., Dong, Z. (2017). Key Business Framework and Purchase/Sale Decision-making for Electricity Retailers. Dianli Xitong Zidonghua (Automation of Electric Power Systems), 41(14), 10-23. [More Information]
  • Chen, Z., Yin, M., Zou, Y., Meng, K., Dong, Z. (2017). Maximum Wind Energy Extraction for Variable Speed Wind Turbines with Slow Dynamic Behavior [In Press]. IEEE Transactions On Power Systems, 32(4), 3321-3322. [More Information]
  • Zhai, Q., Meng, K., Dong, Z., Ma, J. (2017). Modeling and Analysis of Lithium Battery Operations in Spot and Frequency Regulation Service Markets in Australia Electricity Market. IEEE Transactions on Industrial Informatics, 13(5), 2576-2586. [More Information]
  • Wang, D., Meng, K., Gao, X., Coates, C., Dong, Z. (2017). Optimal air-conditioning load control in distribution network with intermittent renewables. Journal of Modern Power Systems and Clean Energy, 5(1), 55-65. [More Information]
  • Li, Y., Xu, Z., Meng, K. (2017). Optimal Power Sharing Control of Wind Turbines. IEEE Transactions On Power Systems, 32(1), 824-825. [More Information]
  • Qiu, J., Meng, K., Zheng, Y., Dong, Z. (2017). Optimal scheduling of distributed energy resources as a virtual power plant in a transactive energy framework. IET Generation, Transmission and Distribution, 11(13), 3417-3427. [More Information]
  • Yang, H., Zhang, L., Meng, K., Xu, J., Lai, M., Dong, Z. (2017). Optimal scheduling of hydro-thermal power systems considering the flood risk of cascade reservoirs. Engineering Optimization, 49(8), 1299-1316. [More Information]
  • Li, Y., Xu, Z., Meng, K., Wong, K. (2017). Power Flow Features and Balancing in MTDC Integrated Offshore Wind Farms. Electric Power Components and Systems, 45(10), 1068-1079. [More Information]
  • Wang, S., Dong, Z., Luo, F., Meng, K., Zhang, Y. (2017). Stochastic collaborative planning of electric vehicle charging stations and power distribution system [In Press]. IEEE Transactions on Industrial Informatics, PP(99), 1-10. [More Information]
  • Qiu, J., Yang, H., Dong, Z., Zhao, J., Meng, K., Luo, F., Wong, K. (2016). A Linear Programming Approach to Expansion Co-Planning in Gas and Electricity Markets. IEEE Transactions On Power Systems, 31(5), 3594-3606. [More Information]
  • Chen, Y., Dong, Z., Meng, K., Luo, F., Xu, Z., Wong, K. (2016). Collector System Layout Optimization Framework for Large-Scale Offshore Wind Farms. IEEE Transactions on Sustainable Energy, 7(4), 1398-1407. [More Information]
  • Wang, D., Meng, K., Luo, F., Coates, C., Gan, X., Dong, Z. (2016). Coordinated dispatch of networked energy storage systems for loading management in active distribution networks. IET Renewable Power Generation, 10(9), 1374-1381. [More Information]
  • Meng, K., Yang, H., Dong, Z., Wenxin, G., Wen, F., Xu, Z. (2016). Flexible Operational Planning Framework Considering Multiple Wind Energy Forecasting Service Providers. IEEE Transactions on Sustainable Energy, 7(2), 708-717. [More Information]
  • Yang, H., Qiu, J., Meng, K., Zhao, J., Dong, Z., Lai, M. (2016). Insurance strategy for mitigating power system operational risk introduced by wind power forecasting uncertainty. Renewable Energy, 89, 606-615. [More Information]
  • Qiu, J., Dong, Z., Meng, K., Xu, Y., Zhao, J., Zheng, Y. (2016). Multi-objective transmission expansion planning in a smart grid using a decomposition-based evolutionary algorithm. IET Generation, Transmission and Distribution, 10(16), 4024-4031. [More Information]
  • Zhang, Y., Dong, Z., Luo, F., Zheng, Y., Meng, K., Wong, K. (2016). Optimal allocation of battery energy storage systems in distribution networks with high wind power penetration. IET Renewable Power Generation, 10(8), 1105-1113. [More Information]
  • Luo, F., Xu, Z., Meng, K., Dong, Z. (2016). Optimal operation scheduling for microgrid with high penetrations of solar power and thermostatically controlled loads. Science and Technology for the Built Environment, 22(6), 666-673. [More Information]
  • Zhang, F., Xu, Z., Meng, K. (2016). Optimal sizing of substation-scale energy storage station considering seasonal variations in wind energy. IET Generation, Transmission and Distribution, 10(13), 3241-3250. [More Information]
  • Xiao, C., Dong, Z., Xu, Y., Meng, K., Zhou, X., Zhang, X. (2016). Rational and self-adaptive evolutionary extreme learning machine for electricity price forecast. Memetic Computing, 8(3), 223-233. [More Information]
  • Luo, F., Dong, Z., Meng, K., Qiu, J., Yang, J., Wong, K. (2016). Short-term operational planning framework for virtual power plants with high renewable penetrations. IET Renewable Power Generation, 10(5), 623-633. [More Information]
  • Meng, K., Dong, Z., Gao, X., Wang, H., Li, X. (2015). A fuzzy immune algorithm and its application in solvent tower soft sensor modeling. Journal of Measurement Science and Instrumentation, 6(2), 197-204.
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Luo, F., Wong, K., Lu, C. (2015). A low-carbon oriented probabilistic approach for transmission expansion planning. Journal of Modern Power Systems and Clean Energy, 3(1), 14-23. [More Information]
  • 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, 11(2), 416-426. [More Information]
  • Huang, J., Xue, Y., Jiang, C., Wen, F., Xue, F., Meng, K., Dong, Z. (2015). An Experimental Study on Emission Trading Behaviors of Generation Companies. IEEE Transactions On Power Systems, 30(2), 1076-1083. [More Information]
  • Meng, K., Dong, Z., Xu, Z., Weller, S. (2015). Cooperation-Driven Distributed Model Predictive Control for Energy Storage Systems. IEEE Transactions on Smart Grid, 6(6), 2583-2585. [More Information]
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Luo, F., Chen, Y. (2015). Expansion co-planning for shale gas integration in a combined energy market. Journal of Modern Power Systems and Clean Energy, 3(3), 302-311. [More Information]
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Zheng, Y., Hill, D. (2015). Low carbon oriented expansion planning of integrated gas and power systems. IEEE Transactions On Power Systems, 30(2), 1035-1046. [More Information]
  • Jia, Y., Meng, K., Xu, Z. (2015). N-k induced cascading contingency screening. IEEE Transactions On Power Systems, 30(5), 2824-2825. [More Information]
  • Zheng, Y., Dong, Z., Huang, S., Meng, K., Luo, F., Huang, J., Hill, D. (2015). Optimal integration of mobile battery energy storage in distribution system with renewables. Journal of Modern Power Systems and Clean Energy, 3(4), 589-596. [More Information]
  • Yao, W., Zhao, J., Wen, F., Dong, Z., Xue, Y., Xu, Y., Meng, K. (2014). A Multi-Objective Collaborative Planning Strategy for Integrated Power Distribution and Electric Vehicle Charging Systems. IEEE Transactions On Power Systems, 29(4), 1811-1821. [More Information]
  • Zheng, Y., Dong, Z., Xu, Y., Meng, K., Zhao, J., Qiu, J. (2014). Electric Vehicle Battery Charging/Swap Stations in Distribution Systems: Comparison Study and Optimal Planning. IEEE Transactions On Power Systems, 29(1), 221-229. [More Information]
  • Yang, H., Zhang, D., Meng, K., Dong, Z., Lai, M. (2014). Multi-network combined cooling heating and power system scheduling considering emission trading. Pacific Journal of Optimization, 10(1), 177-198.
  • Xu, Y., Dong, Z., Meng, K., Yao, W., Zhang, R., Wong, K. (2014). Multi-Objective Dynamic VAR Planning Against Short-Term Voltage Instability Using a Decomposition-Based Evolutionary Algorithm. IEEE Transactions On Power Systems, 29(6), 2813-2822. [More Information]
  • Zheng, Y., Dong, Z., Luo, F., Meng, K., Qiu, J., Wong, K. (2014). Optimal Allocation of Energy Storage System for Risk Mitigation of DISCOs With High Renewable Penetrations. IEEE Transactions On Power Systems, 29(1), 212-220. [More Information]
  • Xue, Y., Cai, B., James, G., Dong, Z., Wen, F., Meng, K. (2014). Primary energy congestion of power systems. Journal of Modern Power Systems and Clean Energy, 2(1), 39-49. [More Information]
  • Chen, Y., Dong, Z., Meng, K., Luo, F., Yao, W., Qiu, J. (2013). A novel technique for the optimal design of offshore wind farm electrical layout. Journal of Modern Power Systems and Clean Energy, 1(3), 258-263. [More Information]
  • Li, X., Yu, C., Ren, S., Chiu, C., Meng, K. (2013). Day-ahead electricity price forecasting based on panel cointegration and particle filter. Electric Power Systems Research, 95, 66-76. [More Information]
  • Smith, R., Meng, K., Dong, Z., Simpson, R. (2013). Demand response: a strategy to address residential air-conditioning peak load in Australia. Journal of Modern Power Systems and Clean Energy, 1(3), 223-230. [More Information]
  • Xu, Y., Dai, Y., Dong, Z., 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(3-4), 501-508. [More Information]
  • Zhang, R., Dong, Z., Xu, Y., Meng, K., Wong, K. (2013). Short-term load forecasting of Australian National Electricity Market by an ensemble model of extreme learning machine. IET Generation, Transmission and Distribution, 7(4), 391-397. [More Information]
  • Meng, K., Dong, Z., Qiao, Y. (2013). Swarm Intelligence in Power System Planning. International Journal of Clean Coal and Energy, 2(2B), 1-7. [More Information]
  • Xu, Y., Dong, Z., Meng, K., Zhao, J., Wong, K. (2012). A Hybrid Method for Transient Stability Constrained Optimal Power Flow Computation. IEEE Transactions On Power Systems, 27(4), 1769-1777. [More Information]
  • Xu, Y., Dong, Z., Xu, Z., Meng, K., Wong, K. (2012). An intelligent dynamic security assessment framework for power systems with wind power. IEEE Transactions on Industrial Informatics, 8(4), 995-1003. [More Information]
  • Xia, C., Dong, Z., Meng, K., Xu, Y., Wong, K., Ngan, H. (2012). Electricity Price Forecast with Extreme Learning Machine and Bootstrapping. IEEE Transactions On Power Systems, 27(4), 2055-2062. [More Information]
  • Yao, F., Dong, Z., Meng, K., Xu, Z., Iu, H., Wong, K. (2012). Quantum-Inspired Particle Swarm Optimization for Power System Operations Considering Wind Power Uncertainty and Carbon Tax in Australia. IEEE Transactions on Industrial Informatics, 8(4), 880-888. [More Information]
  • Xu, Y., Dong, Z., Meng, K., Zhang, R., Wong, K. (2011). Real-time transient stability assessment model using extreme learning machine. IET Generation, Transmission and Distribution, 5(3), 314-322. [More Information]
  • Meng, K., Dong, Z., Wang, D., Wong, K. (2010). A self-adaptive RBF neural network classifier for transformer fault analysis. IEEE Transactions On Power Systems, 25(3), 1350-1360. [More Information]
  • Shen, T., Meng, K., Lau, A., Dong, Z. (2010). Optical performance monitoring using artificial neural network trained with asynchronous amplitude histograms. IEEE Photonics Technology Letters, 22(22), 1665-1667. [More Information]
  • Meng, K., Wang, H., Dong, Z., Wong, K. (2010). Quantum-inspired Particle Swarm Optimization for Valve-point Economic Load Dispatch. IEEE Transactions On Power Systems, 25(1), 215-222. [More Information]
  • Meng, K., Dong, Z., Wong, K., Xu, Y., Luo, F. (2010). Speed-up the computing efficiency of power system simulator for engineering based power system transient stability simulations. IET Generation, Transmission and Distribution, 4(5), 652-661. [More Information]
  • Meng, K., Dong, Z., Wong, K., Xu, Y., Luo, F. (2010). Speed-up the computing efficiency of Power System Simulator for Engineering-based power system transient stability simulations. IET Generation, Transmission and Distribution, 4(5), 652-661. [More Information]
  • He, T., Meng, K., Dong, Z., Oh, Y., Xu, Y. (2010). Use of high-performance graphics processing unit for power system demand forecasting. Journal of Electrical Engineering & Technology, 5(3), 363-370.
  • Meng, K., Dong, Z., Xu, Y., Xu, Z., Wong, K. (2010). Wind speed assessment and short-term forecasting using extreme learning machine. Neurocomputing.
  • Meng, K., Dong, Z., Wong, K. (2009). Self-adaptive radial basis function neural network for short-term electricity price forecasting. IET Generation, Transmission and Distribution, 3(4), 325-335. [More Information]

Conferences

  • Gao, X., Meng, K., Wang, D., Chen, G., Luo, F., Dong, Z. (2016). A Distributed Control for Active Power Curtailment within a Wind Farm Based on Ratio Consensus Algorithms. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Huang, J., Meng, K., Lai, M., Zhou, R., Zheng, Y., Ma, X. (2016). A Run-off Algorithm Based Approach for Optimal Operation of a DCCHP System. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, D., Meng, K., Gao, X., Chen, G., Luo, F., Dong, Z. (2016). Consensus-driven Distributed Control of Battery Energy Storage Systems for Loading Management in Distribution Networks. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, Y., Meng, K., Dong, Z. (2016). Customized residential load scheduling based on data-driven appliance modeling strategy. 2016 IEEE PES Asia Pacific Power and Energy Engineering Conference (APPEEC 2016), Piscataway: IEEE Computer Society. [More Information]
  • Hou, H., Zhu, G., Chen, W., Dong, Z., Ke, X., Meng, K., Zgang, Y. (2016). Discussion on risk assessment of energy internet. 2016 IEEE International Conference on Power System Technology (POWERCON 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, D., Meng, K., Gao, X., Liang, G., Luo, F., Dong, Z. (2016). Distributed Control of Air-Conditioning Loads for Voltage Regulation in Active Distribution Network. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Hou, H., Xie, J., Zhao, D., Chen, W., Li, Z., Ma, J., Meng, K., Dong, Z. (2016). Electrical Vehicle Wireless Charging Technology Based on Energy Internet Application in China. 7th International Conference on Ambient Systems, Networks and Technologies (ANT 2016) & 6th International Conference on Sustainable Energy Information Technology (SEIT 2016), Madrid: Universidad Polit├ęcnica de Madrid (UPM). [More Information]
  • Zheng, Y., Hill, D., Zhang, C., Meng, K. (2016). Non-interruptive thermostatically controlled load for primary frequency support. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Gao, X., Meng, K., Wang, D., Liang, G., Luo, F., Dong, Z. (2016). Optimal Wind Turbine and Air Conditioner Loads Control in Distribution Networks through MILP Approach. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, Y., Meng, K., Xu, D., Lai, M., Zheng, Y. (2016). Recommending Electricity Plans: A Data-driven Method. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, Y., Luo, F., Meng, K., Dong, Z., Yang, H., Wong, K. (2016). Risk constrained battery energy storage planning in active distribution networks. 2016 IEEE International Conference on Power System Technology (POWERCON 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, W., Xu, Y., Dong, Z., Meng, K., Zhang, R. (2016). Robust OPF considering load and renewable power uncertainties in multi-terminal HVDC grids. 2016 IEEE PES Asia Pacific Power and Energy Engineering Conference (APPEEC 2016), Piscataway: IEEE Computer Society. [More Information]
  • Wang, S., Meng, K., Luo, F., Xu, Z., Zheng, Y. (2016). Stochastic Collaborative Planning Method for Electric Vehicle Charging Stations. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, Y., Li, J., Meng, K., Dong, Z., Yu, Z., Wong, K. (2016). Voltage regulation in distribution network using battery storage units via distributed optimization. 2016 IEEE International Conference on Power System Technology (POWERCON 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, H., Meng, K., Dong, Z., Xu, Z., Luo, F., Wong, K. (2015). A MILP Approach to Accommodate More Building Integrated Photovoltaic System in Distribution Network. 2015 IEEE Power & Energy Society General Meeting PES 2015, Denver: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, H., Meng, K., Dong, Z., Xu, Z., Luo, F., Wong, K. (2015). Efficient Real-Time Residential Energy Management through MILP Based Rolling Horizon Optimization. 2015 IEEE Power & Energy Society General Meeting PES 2015, Denver: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zheng, Y., Hill, D., Meng, K., Luo, F., Dong, Z. (2015). Optimal short-term power dispatch scheduling for a wind farm with battery energy storage system. 9th IFAC Symposium on Control of Power and. Energy Systems, New Delhi, India: International Federation of Automatic Control (IFAC). [More Information]
  • Zheng, Y., Hill, D., Meng, K., Hui, R. (2015). Voltage support for critical buses with consensus control of electric springs in distribution systems. 9th IFAC Symposium on Control of Power and. Energy Systems, New Delhi, India: International Federation of Automatic Control (IFAC). [More Information]
  • Wang, H., Meng, K., Luo, F., Dong, Z., Xu, Z., Wong, K. (2014). A hierarchical optimization framework for aggregating thermostatically controlled loads to minimize real-time thermal rating of overhead distribution lines. 2014 China International Conference on Electricity Distribution (CICED), Shenzhen, China: IEEE. [More Information]
  • Dong, Z., Xu, Y., Zhang, R., Meng, K., Weller, S., Burke, D., Neilson, G. (2014). Dynamic load modelling of industrial feeders and STATCOM placement for short-term voltage stability enhancement. Asia Oceania Regional Council of CIGRE (AORC-CIGRE) 2014 Technical Meeting, Tokyo: CIGRE.
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Tian, H., Wong, K. (2014). Expansion co-planning with uncertainties in a coupled energy market. PES 2014: IEEE Power Engineering Society General Meeting, Piscataway: IEEE. [More Information]
  • Zheng, Y., Dong, Z., Meng, K., Luo, F., Tian, H., Wong, K. (2013). A Control Strategy of Battery Energy Storage System and Allocation in Distribution Systems. 2013 IEEE Power and Energy Society General Meeting (PES 2013), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Luo, F., Dong, Z., Chen, Y., Meng, K., Chen, G., Tian, H., Wong, K. (2013). A novel short-term dispatch scheme for wind farm with battery energy storage system. 2013 IEEE Power and Energy Society General Meeting (PES 2013), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, H., Meng, K., Luo, F., Dong, Z., Verbic, G., Xu, Z., Wong, K. (2013). Demand response through smart home energy management using thermal inertia. Australasian Universities Power Engineering Conference AUPEC 2013, Hobart, Australia: (IEEE) Institute of Electrical and Electronics Engineers.
  • Qiu, J., Dong, Z., Meng, K., Zheng, Y., Chen, Y., Tian, H. (2013). Risk sharing strategy for minimizing imbalance costs of wind power forecast errors. 2013 IEEE Power and Energy Society General Meeting (PES 2013), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Luo, F., Dong, Z., Li, X., Chen, Y., Xu, Y., Meng, K., Wong, K. (2012). A profit-based generation scheduling model for GENCO considering multi-markets and CO2 emission allowance. 2012 IEEE Power and Energy Society General Meeting (PES-GM), San Diego: (IEEE) Institute of Electrical and Electronics Engineers.
  • Luo, F., Dong, Z., Chen, Y., Xu, Y., Meng, K., Wong, K. (2012). Hybrid cloud computing platform: The next generation IT backbone for smart grid. 2012 IEEE Power and Energy Society General Meeting (PES-GM), San Diego: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Meng, K., Dong, Z., Zheng, Y., Qiu, J. (2012). Optimal Allocation of ESS in Distribution Systems Considering Wind Power Uncertainties. 9th IET International Conference on Advances in Power System Control, Operation and Management (APSCOM 2012), Hong Kong: (IET) The Institution of Engineering and Technology. [More Information]
  • Li, X., Yu, C., Luo, F., Ren, S., Dong, Z., Wu, Y., Meng, K., Wong, K. (2012). Optimal decision making model for GENCO under the Emission Trading Scheme. 2012 IEEE Power and Energy Society General Meeting (PES-GM), San Diego: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Yao, F., Dong, Z., Meng, K., Xu, Y., Iu, H., Wong, K. (2012). Unit commitment considering probabilistic wind generation. 9th IET International Conference on Advances in Power System Control, Operation and Management (APSCOM 2012), Hong Kong: (IET) The Institution of Engineering and Technology. [More Information]
  • Luo, F., Dong, Z., Wan, C., Chen, Y., Meng, K., Xu, Y., Wong, K., Zhuang, L. (2011). A Computational Grid Platform for Large-Scale Power System Analysis. 2011 4th IEEE International Conference on Computer Science and Information Technology (IEEE ICCSIT 2011), Chengdu, China: IEEE.
  • Wan, C., Dong, Z., Luo, F., Wang, R., Chen, Y., Meng, K., Wong, K. (2011). A Novel XML-Based Power Resource Modeling Framework for Power System Heterogeneous Data Integrating. 2011 International Conference on Information Technology for Manufacturing Systems, ITMS 2011, Switzerland: Trans Tech Publications. [More Information]
  • Wan, C., Dong, Z., Luo, F., Meng, K., Zhang, P., Wong, K., Zhuang, L. (2011). A Point Estimate Method based Probabilistic Load Flow in an Electricity Market Environment. 4th IEEE International Conference on Computer Science and Information Technology (IEEE ICCSIT 2011), Chengdu, China: IEEE.
  • Luo, F., Dong, Z., Wan, C., Chen, Y., Meng, K., Wong, K. (2011). Applying Computational Grid Technology to Power System. 2011 International Conference on Information Technology for Manufacturing Systems, ITMS 2011, Switzerland: Trans Tech Publications. [More Information]
  • Yao, F., Meng, K., Xu, Z., Dong, Z., Iu, H., Zhao, J., Wong, K. (2011). Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs. 2011 IEEE PES General Meeting, Piscataway, New Jersey, United States of America: IEEE. [More Information]
  • Zhang, R., Xu, Y., Dong, Z., Meng, K., Xu, Z. (2011). Intelligent Systems for Power System Dynamic Security Assessment: Review and Classification. 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, Piscataway, New Jersey, United States of America: IEEE. [More Information]
  • Dai, Y., Huang, J., Meng, K., Xue, Y., Dong, Z., Ledwich, G. (2011). LMP Estimation Considering the Uncertainty of Wind Power. 2011 21st Australasian Universities Power Engineering Conference, AUPEC 2011, Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wan, C., Dong, Z., Luo, F., Meng, K., Wong, K. (2011). Probabilistic load flow in electricity market environment base on point estimate method. ICPES2011: International Conference on Power and Energy Systems, China: IEEE.
  • Xu, Y., Dong, Z., Meng, K., Zhang, R., Zhao, J. (2010). A new very fast dynamic security prediction model using extreme learning machine. 2010 International Conference on Power System Technology - (POWERCON 2010), Hangzhou: (IEEE) Institute of Electrical and Electronics Engineers.
  • Li, X., Yu, C., Ren, S., Meng, K., Liu, G. (2010). Day-ahead electricity market price forecasting based on panel cointegration. PES2010: IEEE Power Engineering Society General Meeting, Minneapolis, Minnesota, USA: IEEE. [More Information]
  • Xu, Y., Dong, Z., Meng, K., Xu, Z., Zhang, R., Wu, A., Wong, K. (2010). Earlier detection of risk of blackout by real-time dynamic security assessment based on extreme learning machines. 2010 International Conference on Power System Technology - (POWERCON 2010), Hangzhou: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Meng, K., Dong, Z., Xu, Y., Wong, K. (2010). Review of swarm intelligence in power system planning. CUCPSA10: Chinese University Conference on Power System Automation, China: IEEE.
  • Xu, Y., Dong, Z., Zhao, J., Meng, K., Wong, K. (2010). Transient stability assessment based on data-structure analysis of operating point space. IEEE PES General Meeting, 2010, Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Dong, Z., Wong, K., Meng, K., Luo, F., Yao, F., Zhao, J. (2010). Wind Power Impact on System Operations and Planning. IEEE PES General Meeting, 2010, Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Xu, Y., Dong, Z., Meng, K., Zhao, J., Yang, H. (2009). A short-term load forecasting model for Australian NEM. CUCPSA09: Chinese University Conference on Power System Automation, Changsha, China.
  • He, T., Dong, Z., Meng, K., Wang, H., Oh, Y. (2009). Accelerating multi-layer perceptron based short term demand forecasting using graphics processing units. IEEE T&D Asia 2009 Transmission & Distribution Conference & Exposition: Asia and Pacific, Piscataway, NJ, United States: IEEE. [More Information]
  • Meng, K., Dong, Z., Wang, H., Wang, Y. (2009). Comparisons of Machine Learning Methods for Electricity Regional Reference Price Forecasting. 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China: Springer. [More Information]
  • Meng, K., Dong, Z., Wong, K. (2009). Enhancing the computing efficiency of power system dynamic analysis with PSS-E. 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC2009), United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wong, K., Dong, Z., Meng, K., Yin, X. (2008). A Hybrid Model for Electricity Spot Prices in the Australian NEM. Electricity Energy Evolutionary in China and Australia, Cairns.

2018

  • Liu, L., Meng, K., Dong, Z. (2018). Robustness of networks formed from interdependent correlated networks under intentional attacks. Physica A, 491, 329-339. [More Information]

2017

  • Yang, L., Zhang, C., Jian, J., Meng, K., Xu, Y., Dong, Z. (2017). A novel projected two binary variables formulation for unit commitment in power systems. Applied Energy, 187, 732-745. [More Information]
  • Luo, F., Dong, Z., Meng, K., Wen, J., Wang, H., Zhao, J. (2017). An Operational Planning Framework for Large-Scale Thermostatically Controlled Load Dispatch. IEEE Transactions on Industrial Informatics, 13(1), 217-227. [More Information]
  • Qiu, X., Xia, X., Lu, D., Meng, K., Cai, J., Tang, C., Xiao, H., Yi, H., Zhou, Y. (2017). Applied research of a modular multilevel converter with DC fault ride-through capability. Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 48(1), 148-155. [More Information]
  • Zhang, F., Meng, K., Xu, Z., Dong, Z., Zhang, L., Wan, C., Liang, J. (2017). Battery ESS planning for wind smoothing via variable-interval reference modulation and self-adaptive SOC control strategy. IEEE Transactions on Sustainable Energy, 8(2), 695-707. [More Information]
  • Gao, X., Meng, K., Dong, Z., Wang, D., Shawky El Moursi, M., Wong, K. (2017). Cooperation-Driven Distributed Control Scheme for Large-Scale Wind Farm Active Power Regulation. IEEE Transactions on Energy Conversion, 32(3), 1240-1250. [More Information]
  • Wang, D., Qiu, J., Meng, K., Gao, X., Dong, Z. (2017). Coordinated expansion co-planning of integrated gas and power systems. Journal of Modern Power Systems and Clean Energy, 5(3), 314-325. [More Information]
  • Zheng, Y., Hill, D., Meng, K., Hui, R. (2017). Critical Bus Voltage Support in Distribution Systems with Electric Springs and Responsibility Sharing. IEEE Transactions On Power Systems, 32(5), 3584-3593. [More Information]
  • Meng, K., Wang, D., Dong, Z., Gao, X., Zheng, Y., Wong, K. (2017). Distributed Control of Thermostatically Controlled Loads in Distribution Network with High Penetration of Solar PV. CSEE Journal of Power and Energy Systems, 3(1), 53-62. [More Information]
  • Zhang, Y., Zheng, Y., Meng, K., Dong, Z. (2017). Flexible Operation Planning Scheme Considering Wind Power Generation Forecasting Uncertainties. Electric Power Components and Systems, 45(5), 465-475. [More Information]
  • Meng, K., Zhang, W., Li, Y., Dong, Z., Xu, Z., Wong, K., Zheng, Y. (2017). Hierarchical SCOPF considering wind energy integration through multi-terminal VSC-HVDC grids [In Press]. IEEE Transactions On Power Systems, PP(99), 1-11. [More Information]
  • Zhang, F., Wang, G., Meng, K., Zhao, J., Xu, Z., Dong, Z., Liang, J. (2017). Improved Cycle Control and Sizing Scheme for Wind Energy Storage System Based on Multi-objective Optimization. IEEE Transactions on Sustainable Energy, 8(3), 966-977. [More Information]
  • Yang, J., Zhao, J., Wen, F., Meng, K., Dong, Z. (2017). Key Business Framework and Purchase/Sale Decision-making for Electricity Retailers. Dianli Xitong Zidonghua (Automation of Electric Power Systems), 41(14), 10-23. [More Information]
  • Chen, Z., Yin, M., Zou, Y., Meng, K., Dong, Z. (2017). Maximum Wind Energy Extraction for Variable Speed Wind Turbines with Slow Dynamic Behavior [In Press]. IEEE Transactions On Power Systems, 32(4), 3321-3322. [More Information]
  • Zhai, Q., Meng, K., Dong, Z., Ma, J. (2017). Modeling and Analysis of Lithium Battery Operations in Spot and Frequency Regulation Service Markets in Australia Electricity Market. IEEE Transactions on Industrial Informatics, 13(5), 2576-2586. [More Information]
  • Wang, D., Meng, K., Gao, X., Coates, C., Dong, Z. (2017). Optimal air-conditioning load control in distribution network with intermittent renewables. Journal of Modern Power Systems and Clean Energy, 5(1), 55-65. [More Information]
  • Li, Y., Xu, Z., Meng, K. (2017). Optimal Power Sharing Control of Wind Turbines. IEEE Transactions On Power Systems, 32(1), 824-825. [More Information]
  • Qiu, J., Meng, K., Zheng, Y., Dong, Z. (2017). Optimal scheduling of distributed energy resources as a virtual power plant in a transactive energy framework. IET Generation, Transmission and Distribution, 11(13), 3417-3427. [More Information]
  • Yang, H., Zhang, L., Meng, K., Xu, J., Lai, M., Dong, Z. (2017). Optimal scheduling of hydro-thermal power systems considering the flood risk of cascade reservoirs. Engineering Optimization, 49(8), 1299-1316. [More Information]
  • Li, Y., Xu, Z., Meng, K., Wong, K. (2017). Power Flow Features and Balancing in MTDC Integrated Offshore Wind Farms. Electric Power Components and Systems, 45(10), 1068-1079. [More Information]
  • Wang, S., Dong, Z., Luo, F., Meng, K., Zhang, Y. (2017). Stochastic collaborative planning of electric vehicle charging stations and power distribution system [In Press]. IEEE Transactions on Industrial Informatics, PP(99), 1-10. [More Information]

2016

  • Gao, X., Meng, K., Wang, D., Chen, G., Luo, F., Dong, Z. (2016). A Distributed Control for Active Power Curtailment within a Wind Farm Based on Ratio Consensus Algorithms. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Qiu, J., Yang, H., Dong, Z., Zhao, J., Meng, K., Luo, F., Wong, K. (2016). A Linear Programming Approach to Expansion Co-Planning in Gas and Electricity Markets. IEEE Transactions On Power Systems, 31(5), 3594-3606. [More Information]
  • Huang, J., Meng, K., Lai, M., Zhou, R., Zheng, Y., Ma, X. (2016). A Run-off Algorithm Based Approach for Optimal Operation of a DCCHP System. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chen, Y., Dong, Z., Meng, K., Luo, F., Xu, Z., Wong, K. (2016). Collector System Layout Optimization Framework for Large-Scale Offshore Wind Farms. IEEE Transactions on Sustainable Energy, 7(4), 1398-1407. [More Information]
  • Wang, D., Meng, K., Gao, X., Chen, G., Luo, F., Dong, Z. (2016). Consensus-driven Distributed Control of Battery Energy Storage Systems for Loading Management in Distribution Networks. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, D., Meng, K., Luo, F., Coates, C., Gan, X., Dong, Z. (2016). Coordinated dispatch of networked energy storage systems for loading management in active distribution networks. IET Renewable Power Generation, 10(9), 1374-1381. [More Information]
  • Zhang, Y., Meng, K., Dong, Z. (2016). Customized residential load scheduling based on data-driven appliance modeling strategy. 2016 IEEE PES Asia Pacific Power and Energy Engineering Conference (APPEEC 2016), Piscataway: IEEE Computer Society. [More Information]
  • Hou, H., Zhu, G., Chen, W., Dong, Z., Ke, X., Meng, K., Zgang, Y. (2016). Discussion on risk assessment of energy internet. 2016 IEEE International Conference on Power System Technology (POWERCON 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, D., Meng, K., Gao, X., Liang, G., Luo, F., Dong, Z. (2016). Distributed Control of Air-Conditioning Loads for Voltage Regulation in Active Distribution Network. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Hou, H., Xie, J., Zhao, D., Chen, W., Li, Z., Ma, J., Meng, K., Dong, Z. (2016). Electrical Vehicle Wireless Charging Technology Based on Energy Internet Application in China. 7th International Conference on Ambient Systems, Networks and Technologies (ANT 2016) & 6th International Conference on Sustainable Energy Information Technology (SEIT 2016), Madrid: Universidad Polit├ęcnica de Madrid (UPM). [More Information]
  • Meng, K., Yang, H., Dong, Z., Wenxin, G., Wen, F., Xu, Z. (2016). Flexible Operational Planning Framework Considering Multiple Wind Energy Forecasting Service Providers. IEEE Transactions on Sustainable Energy, 7(2), 708-717. [More Information]
  • Yang, H., Qiu, J., Meng, K., Zhao, J., Dong, Z., Lai, M. (2016). Insurance strategy for mitigating power system operational risk introduced by wind power forecasting uncertainty. Renewable Energy, 89, 606-615. [More Information]
  • Qiu, J., Dong, Z., Meng, K., Xu, Y., Zhao, J., Zheng, Y. (2016). Multi-objective transmission expansion planning in a smart grid using a decomposition-based evolutionary algorithm. IET Generation, Transmission and Distribution, 10(16), 4024-4031. [More Information]
  • Zheng, Y., Hill, D., Zhang, C., Meng, K. (2016). Non-interruptive thermostatically controlled load for primary frequency support. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, Y., Dong, Z., Luo, F., Zheng, Y., Meng, K., Wong, K. (2016). Optimal allocation of battery energy storage systems in distribution networks with high wind power penetration. IET Renewable Power Generation, 10(8), 1105-1113. [More Information]
  • Luo, F., Xu, Z., Meng, K., Dong, Z. (2016). Optimal operation scheduling for microgrid with high penetrations of solar power and thermostatically controlled loads. Science and Technology for the Built Environment, 22(6), 666-673. [More Information]
  • Zhang, F., Xu, Z., Meng, K. (2016). Optimal sizing of substation-scale energy storage station considering seasonal variations in wind energy. IET Generation, Transmission and Distribution, 10(13), 3241-3250. [More Information]
  • Gao, X., Meng, K., Wang, D., Liang, G., Luo, F., Dong, Z. (2016). Optimal Wind Turbine and Air Conditioner Loads Control in Distribution Networks through MILP Approach. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Xiao, C., Dong, Z., Xu, Y., Meng, K., Zhou, X., Zhang, X. (2016). Rational and self-adaptive evolutionary extreme learning machine for electricity price forecast. Memetic Computing, 8(3), 223-233. [More Information]
  • Zhang, Y., Meng, K., Xu, D., Lai, M., Zheng, Y. (2016). Recommending Electricity Plans: A Data-driven Method. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, Y., Luo, F., Meng, K., Dong, Z., Yang, H., Wong, K. (2016). Risk constrained battery energy storage planning in active distribution networks. 2016 IEEE International Conference on Power System Technology (POWERCON 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, W., Xu, Y., Dong, Z., Meng, K., Zhang, R. (2016). Robust OPF considering load and renewable power uncertainties in multi-terminal HVDC grids. 2016 IEEE PES Asia Pacific Power and Energy Engineering Conference (APPEEC 2016), Piscataway: IEEE Computer Society. [More Information]
  • Luo, F., Dong, Z., Meng, K., Qiu, J., Yang, J., Wong, K. (2016). Short-term operational planning framework for virtual power plants with high renewable penetrations. IET Renewable Power Generation, 10(5), 623-633. [More Information]
  • Wang, S., Meng, K., Luo, F., Xu, Z., Zheng, Y. (2016). Stochastic Collaborative Planning Method for Electric Vehicle Charging Stations. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, Y., Li, J., Meng, K., Dong, Z., Yu, Z., Wong, K. (2016). Voltage regulation in distribution network using battery storage units via distributed optimization. 2016 IEEE International Conference on Power System Technology (POWERCON 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]

2015

  • Meng, K., Dong, Z., Gao, X., Wang, H., Li, X. (2015). A fuzzy immune algorithm and its application in solvent tower soft sensor modeling. Journal of Measurement Science and Instrumentation, 6(2), 197-204.
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Luo, F., Wong, K., Lu, C. (2015). A low-carbon oriented probabilistic approach for transmission expansion planning. Journal of Modern Power Systems and Clean Energy, 3(1), 14-23. [More Information]
  • Wang, H., Meng, K., Dong, Z., Xu, Z., Luo, F., Wong, K. (2015). A MILP Approach to Accommodate More Building Integrated Photovoltaic System in Distribution Network. 2015 IEEE Power & Energy Society General Meeting PES 2015, Denver: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • 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, 11(2), 416-426. [More Information]
  • Huang, J., Xue, Y., Jiang, C., Wen, F., Xue, F., Meng, K., Dong, Z. (2015). An Experimental Study on Emission Trading Behaviors of Generation Companies. IEEE Transactions On Power Systems, 30(2), 1076-1083. [More Information]
  • Meng, K., Dong, Z., Xu, Z., Weller, S. (2015). Cooperation-Driven Distributed Model Predictive Control for Energy Storage Systems. IEEE Transactions on Smart Grid, 6(6), 2583-2585. [More Information]
  • Wang, H., Meng, K., Dong, Z., Xu, Z., Luo, F., Wong, K. (2015). Efficient Real-Time Residential Energy Management through MILP Based Rolling Horizon Optimization. 2015 IEEE Power & Energy Society General Meeting PES 2015, Denver: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Luo, F., Chen, Y. (2015). Expansion co-planning for shale gas integration in a combined energy market. Journal of Modern Power Systems and Clean Energy, 3(3), 302-311. [More Information]
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Zheng, Y., Hill, D. (2015). Low carbon oriented expansion planning of integrated gas and power systems. IEEE Transactions On Power Systems, 30(2), 1035-1046. [More Information]
  • Jia, Y., Meng, K., Xu, Z. (2015). N-k induced cascading contingency screening. IEEE Transactions On Power Systems, 30(5), 2824-2825. [More Information]
  • Zheng, Y., Dong, Z., Huang, S., Meng, K., Luo, F., Huang, J., Hill, D. (2015). Optimal integration of mobile battery energy storage in distribution system with renewables. Journal of Modern Power Systems and Clean Energy, 3(4), 589-596. [More Information]
  • Zheng, Y., Hill, D., Meng, K., Luo, F., Dong, Z. (2015). Optimal short-term power dispatch scheduling for a wind farm with battery energy storage system. 9th IFAC Symposium on Control of Power and. Energy Systems, New Delhi, India: International Federation of Automatic Control (IFAC). [More Information]
  • Zheng, Y., Hill, D., Meng, K., Hui, R. (2015). Voltage support for critical buses with consensus control of electric springs in distribution systems. 9th IFAC Symposium on Control of Power and. Energy Systems, New Delhi, India: International Federation of Automatic Control (IFAC). [More Information]

2014

  • Wang, H., Meng, K., Luo, F., Dong, Z., Xu, Z., Wong, K. (2014). A hierarchical optimization framework for aggregating thermostatically controlled loads to minimize real-time thermal rating of overhead distribution lines. 2014 China International Conference on Electricity Distribution (CICED), Shenzhen, China: IEEE. [More Information]
  • Yao, W., Zhao, J., Wen, F., Dong, Z., Xue, Y., Xu, Y., Meng, K. (2014). A Multi-Objective Collaborative Planning Strategy for Integrated Power Distribution and Electric Vehicle Charging Systems. IEEE Transactions On Power Systems, 29(4), 1811-1821. [More Information]
  • Dong, Z., Xu, Y., Zhang, R., Meng, K., Weller, S., Burke, D., Neilson, G. (2014). Dynamic load modelling of industrial feeders and STATCOM placement for short-term voltage stability enhancement. Asia Oceania Regional Council of CIGRE (AORC-CIGRE) 2014 Technical Meeting, Tokyo: CIGRE.
  • Yang, H., Zhang, D., Meng, K., Lai, M., Dong, Z. (2014). Economic Scheduling of CCHP Systems Considering the Tradable Green Certificates. In Honglei Xu, Xiangyu Wang (Eds.), Optimization and Control Methods in Industrial Engineering and Construction, (pp. 139-160). Dordrecht, Netherlands: Springer.
  • Zheng, Y., Dong, Z., Xu, Y., Meng, K., Zhao, J., Qiu, J. (2014). Electric Vehicle Battery Charging/Swap Stations in Distribution Systems: Comparison Study and Optimal Planning. IEEE Transactions On Power Systems, 29(1), 221-229. [More Information]
  • Qiu, J., Dong, Z., Zhao, J., Meng, K., Tian, H., Wong, K. (2014). Expansion co-planning with uncertainties in a coupled energy market. PES 2014: IEEE Power Engineering Society General Meeting, Piscataway: IEEE. [More Information]
  • Yang, H., Zhang, D., Meng, K., Dong, Z., Lai, M. (2014). Multi-network combined cooling heating and power system scheduling considering emission trading. Pacific Journal of Optimization, 10(1), 177-198.
  • Xu, Y., Dong, Z., Meng, K., Yao, W., Zhang, R., Wong, K. (2014). Multi-Objective Dynamic VAR Planning Against Short-Term Voltage Instability Using a Decomposition-Based Evolutionary Algorithm. IEEE Transactions On Power Systems, 29(6), 2813-2822. [More Information]
  • Zheng, Y., Dong, Z., Luo, F., Meng, K., Qiu, J., Wong, K. (2014). Optimal Allocation of Energy Storage System for Risk Mitigation of DISCOs With High Renewable Penetrations. IEEE Transactions On Power Systems, 29(1), 212-220. [More Information]
  • Xue, Y., Cai, B., James, G., Dong, Z., Wen, F., Meng, K. (2014). Primary energy congestion of power systems. Journal of Modern Power Systems and Clean Energy, 2(1), 39-49. [More Information]

2013

  • Zheng, Y., Dong, Z., Meng, K., Luo, F., Tian, H., Wong, K. (2013). A Control Strategy of Battery Energy Storage System and Allocation in Distribution Systems. 2013 IEEE Power and Energy Society General Meeting (PES 2013), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Luo, F., Dong, Z., Chen, Y., Meng, K., Chen, G., Tian, H., Wong, K. (2013). A novel short-term dispatch scheme for wind farm with battery energy storage system. 2013 IEEE Power and Energy Society General Meeting (PES 2013), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chen, Y., Dong, Z., Meng, K., Luo, F., Yao, W., Qiu, J. (2013). A novel technique for the optimal design of offshore wind farm electrical layout. Journal of Modern Power Systems and Clean Energy, 1(3), 258-263. [More Information]
  • Li, X., Yu, C., Ren, S., Chiu, C., Meng, K. (2013). Day-ahead electricity price forecasting based on panel cointegration and particle filter. Electric Power Systems Research, 95, 66-76. [More Information]
  • Wang, H., Meng, K., Luo, F., Dong, Z., Verbic, G., Xu, Z., Wong, K. (2013). Demand response through smart home energy management using thermal inertia. Australasian Universities Power Engineering Conference AUPEC 2013, Hobart, Australia: (IEEE) Institute of Electrical and Electronics Engineers.
  • Smith, R., Meng, K., Dong, Z., Simpson, R. (2013). Demand response: a strategy to address residential air-conditioning peak load in Australia. Journal of Modern Power Systems and Clean Energy, 1(3), 223-230. [More Information]
  • Xu, Y., Dai, Y., Dong, Z., 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(3-4), 501-508. [More Information]
  • Qiu, J., Dong, Z., Meng, K., Zheng, Y., Chen, Y., Tian, H. (2013). Risk sharing strategy for minimizing imbalance costs of wind power forecast errors. 2013 IEEE Power and Energy Society General Meeting (PES 2013), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, R., Dong, Z., Xu, Y., Meng, K., Wong, K. (2013). Short-term load forecasting of Australian National Electricity Market by an ensemble model of extreme learning machine. IET Generation, Transmission and Distribution, 7(4), 391-397. [More Information]
  • Meng, K., Dong, Z., Qiao, Y. (2013). Swarm Intelligence in Power System Planning. International Journal of Clean Coal and Energy, 2(2B), 1-7. [More Information]

2012

  • Xu, Y., Dong, Z., Meng, K., Zhao, J., Wong, K. (2012). A Hybrid Method for Transient Stability Constrained Optimal Power Flow Computation. IEEE Transactions On Power Systems, 27(4), 1769-1777. [More Information]
  • Luo, F., Dong, Z., Li, X., Chen, Y., Xu, Y., Meng, K., Wong, K. (2012). A profit-based generation scheduling model for GENCO considering multi-markets and CO2 emission allowance. 2012 IEEE Power and Energy Society General Meeting (PES-GM), San Diego: (IEEE) Institute of Electrical and Electronics Engineers.
  • Xu, Y., Dong, Z., Xu, Z., Meng, K., Wong, K. (2012). An intelligent dynamic security assessment framework for power systems with wind power. IEEE Transactions on Industrial Informatics, 8(4), 995-1003. [More Information]
  • Xia, C., Dong, Z., Meng, K., Xu, Y., Wong, K., Ngan, H. (2012). Electricity Price Forecast with Extreme Learning Machine and Bootstrapping. IEEE Transactions On Power Systems, 27(4), 2055-2062. [More Information]
  • Luo, F., Dong, Z., Chen, Y., Xu, Y., Meng, K., Wong, K. (2012). Hybrid cloud computing platform: The next generation IT backbone for smart grid. 2012 IEEE Power and Energy Society General Meeting (PES-GM), San Diego: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Meng, K., Dong, Z., Zheng, Y., Qiu, J. (2012). Optimal Allocation of ESS in Distribution Systems Considering Wind Power Uncertainties. 9th IET International Conference on Advances in Power System Control, Operation and Management (APSCOM 2012), Hong Kong: (IET) The Institution of Engineering and Technology. [More Information]
  • Li, X., Yu, C., Luo, F., Ren, S., Dong, Z., Wu, Y., Meng, K., Wong, K. (2012). Optimal decision making model for GENCO under the Emission Trading Scheme. 2012 IEEE Power and Energy Society General Meeting (PES-GM), San Diego: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Yao, F., Dong, Z., Meng, K., Xu, Z., Iu, H., Wong, K. (2012). Quantum-Inspired Particle Swarm Optimization for Power System Operations Considering Wind Power Uncertainty and Carbon Tax in Australia. IEEE Transactions on Industrial Informatics, 8(4), 880-888. [More Information]
  • Yao, F., Dong, Z., Meng, K., Xu, Y., Iu, H., Wong, K. (2012). Unit commitment considering probabilistic wind generation. 9th IET International Conference on Advances in Power System Control, Operation and Management (APSCOM 2012), Hong Kong: (IET) The Institution of Engineering and Technology. [More Information]

2011

  • Luo, F., Dong, Z., Wan, C., Chen, Y., Meng, K., Xu, Y., Wong, K., Zhuang, L. (2011). A Computational Grid Platform for Large-Scale Power System Analysis. 2011 4th IEEE International Conference on Computer Science and Information Technology (IEEE ICCSIT 2011), Chengdu, China: IEEE.
  • Wan, C., Dong, Z., Luo, F., Wang, R., Chen, Y., Meng, K., Wong, K. (2011). A Novel XML-Based Power Resource Modeling Framework for Power System Heterogeneous Data Integrating. 2011 International Conference on Information Technology for Manufacturing Systems, ITMS 2011, Switzerland: Trans Tech Publications. [More Information]
  • Wan, C., Dong, Z., Luo, F., Meng, K., Zhang, P., Wong, K., Zhuang, L. (2011). A Point Estimate Method based Probabilistic Load Flow in an Electricity Market Environment. 4th IEEE International Conference on Computer Science and Information Technology (IEEE ICCSIT 2011), Chengdu, China: IEEE.
  • Luo, F., Dong, Z., Wan, C., Chen, Y., Meng, K., Wong, K. (2011). Applying Computational Grid Technology to Power System. 2011 International Conference on Information Technology for Manufacturing Systems, ITMS 2011, Switzerland: Trans Tech Publications. [More Information]
  • Yao, F., Meng, K., Xu, Z., Dong, Z., Iu, H., Zhao, J., Wong, K. (2011). Differential evolution algorithm for multi-objective economic load dispatch considering minimum emission costs. 2011 IEEE PES General Meeting, Piscataway, New Jersey, United States of America: IEEE. [More Information]
  • Zhang, R., Xu, Y., Dong, Z., Meng, K., Xu, Z. (2011). Intelligent Systems for Power System Dynamic Security Assessment: Review and Classification. 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, Piscataway, New Jersey, United States of America: IEEE. [More Information]
  • Dai, Y., Huang, J., Meng, K., Xue, Y., Dong, Z., Ledwich, G. (2011). LMP Estimation Considering the Uncertainty of Wind Power. 2011 21st Australasian Universities Power Engineering Conference, AUPEC 2011, Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wan, C., Dong, Z., Luo, F., Meng, K., Wong, K. (2011). Probabilistic load flow in electricity market environment base on point estimate method. ICPES2011: International Conference on Power and Energy Systems, China: IEEE.
  • Xu, Y., Dong, Z., Meng, K., Zhang, R., Wong, K. (2011). Real-time transient stability assessment model using extreme learning machine. IET Generation, Transmission and Distribution, 5(3), 314-322. [More Information]

2010

  • Xu, Y., Dong, Z., Meng, K., Zhang, R., Zhao, J. (2010). A new very fast dynamic security prediction model using extreme learning machine. 2010 International Conference on Power System Technology - (POWERCON 2010), Hangzhou: (IEEE) Institute of Electrical and Electronics Engineers.
  • Meng, K., Dong, Z., Wang, D., Wong, K. (2010). A self-adaptive RBF neural network classifier for transformer fault analysis. IEEE Transactions On Power Systems, 25(3), 1350-1360. [More Information]
  • Li, X., Yu, C., Ren, S., Meng, K., Liu, G. (2010). Day-ahead electricity market price forecasting based on panel cointegration. PES2010: IEEE Power Engineering Society General Meeting, Minneapolis, Minnesota, USA: IEEE. [More Information]
  • Xu, Y., Dong, Z., Meng, K., Xu, Z., Zhang, R., Wu, A., Wong, K. (2010). Earlier detection of risk of blackout by real-time dynamic security assessment based on extreme learning machines. 2010 International Conference on Power System Technology - (POWERCON 2010), Hangzhou: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Ali, M., Meng, K., Dong, Z., Zhang, P. (2010). Grid computing. Emerging Techniques in Power System Analysis, (pp. 95-115). Germany: Springer Berlin Heidelberg. [More Information]
  • Shen, T., Meng, K., Lau, A., Dong, Z. (2010). Optical performance monitoring using artificial neural network trained with asynchronous amplitude histograms. IEEE Photonics Technology Letters, 22(22), 1665-1667. [More Information]
  • Zhang, P., Meng, K., Dong, Z. (2010). Probabilistic vs. deterministic power system security and reliability assessment. Emerging Techniques in Power System Analysis, (pp. 117-145). Germany: Springer Berlin Heidelberg. [More Information]
  • Meng, K., Wang, H., Dong, Z., Wong, K. (2010). Quantum-inspired Particle Swarm Optimization for Valve-point Economic Load Dispatch. IEEE Transactions On Power Systems, 25(1), 215-222. [More Information]
  • Meng, K., Dong, Z., Xu, Y., Wong, K. (2010). Review of swarm intelligence in power system planning. CUCPSA10: Chinese University Conference on Power System Automation, China: IEEE.
  • Meng, K., Dong, Z., Wong, K., Xu, Y., Luo, F. (2010). Speed-up the computing efficiency of power system simulator for engineering based power system transient stability simulations. IET Generation, Transmission and Distribution, 4(5), 652-661. [More Information]
  • Meng, K., Dong, Z., Wong, K., Xu, Y., Luo, F. (2010). Speed-up the computing efficiency of Power System Simulator for Engineering-based power system transient stability simulations. IET Generation, Transmission and Distribution, 4(5), 652-661. [More Information]
  • Xu, Y., Dong, Z., Zhao, J., Meng, K., Wong, K. (2010). Transient stability assessment based on data-structure analysis of operating point space. IEEE PES General Meeting, 2010, Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • He, T., Meng, K., Dong, Z., Oh, Y., Xu, Y. (2010). Use of high-performance graphics processing unit for power system demand forecasting. Journal of Electrical Engineering & Technology, 5(3), 363-370.
  • Dong, Z., Wong, K., Meng, K., Luo, F., Yao, F., Zhao, J. (2010). Wind Power Impact on System Operations and Planning. IEEE PES General Meeting, 2010, Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Meng, K., Dong, Z., Xu, Y., Xu, Z., Wong, K. (2010). Wind speed assessment and short-term forecasting using extreme learning machine. Neurocomputing.

2009

  • Xu, Y., Dong, Z., Meng, K., Zhao, J., Yang, H. (2009). A short-term load forecasting model for Australian NEM. CUCPSA09: Chinese University Conference on Power System Automation, Changsha, China.
  • He, T., Dong, Z., Meng, K., Wang, H., Oh, Y. (2009). Accelerating multi-layer perceptron based short term demand forecasting using graphics processing units. IEEE T&D Asia 2009 Transmission & Distribution Conference & Exposition: Asia and Pacific, Piscataway, NJ, United States: IEEE. [More Information]
  • Meng, K., Dong, Z., Wang, H., Wang, Y. (2009). Comparisons of Machine Learning Methods for Electricity Regional Reference Price Forecasting. 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China: Springer. [More Information]
  • Meng, K., Dong, Z., Yin, X., Wong, K. (2009). Electricity market clearing price forecasting. In Libao Shi, Zhao Yang Dong (Eds.), Computational Intelligence in Power Systems, (pp. 89-106). Kerala, India: Research Signpost.
  • Meng, K., Dong, Z., Wong, K. (2009). Enhancing the computing efficiency of power system dynamic analysis with PSS-E. 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC2009), United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Meng, K., Dong, Z., Wong, K. (2009). Self-adaptive radial basis function neural network for short-term electricity price forecasting. IET Generation, Transmission and Distribution, 3(4), 325-335. [More Information]

2008

  • Wong, K., Dong, Z., Meng, K., Yin, X. (2008). A Hybrid Model for Electricity Spot Prices in the Australian NEM. Electricity Energy Evolutionary in China and Australia, Cairns.

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