Staff Profile

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Career Summary

Biography

I received the Ph.D. degree in electrical engineering from the University of Queensland, Australia, in 2009.

From 2009-2012, I was a research associate and later research fellow in Department of Electrical Engineering at the Hong Kong Polytechnic University. I joined the Centre for Intelligent Electricity Networks (CIEN) at the University of Newcastle, Australia in March 2012. My research interest includes pattern recognition, power system stability analysis, wind power, and energy storage.

Qualifications

  • Doctor of Philosophy, University of Queensland, 20/11/2009

Research

Research keywords

  • Energy Storage
  • Pattern Recognition
  • Power System Stability Analysis
  • Renewable Energy

Research expertise

Power System Stability Analysis

Renewable Energy

Energy Storage

Pattern Recognition

DCS & PLC

Languages

  • Chinese
  • English

Fields of Research

CodeDescriptionPercentage
090600Electrical And Electronic Engineering50
090608Renewable Power And Energy Systems Engineering (Excl. Solar Cells)35
080109Pattern Recognition And Data Mining15

Collaboration

The Hong Kong Polytechnic University, Hong Kong

Queensland University of Technology, Australia

Technical University of Denmark, Denmark

East China University of Science & Technology, China

Hong Kong Electric Company, Hong Kong

GE Fanuc Intelligent Platforms, China

Teaching

Teaching keywords

  • Power System Dynamics & Stability
  • Renewable Energy

Teaching expertise

Power System Dynamics & Stability

Renewable Energy

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Publications

For publications that are currently unpublished or in-press, details are shown in italics.

Click on a category title below to expand the list of citations for that specific category.

Chapter (1 outputs)

YearCitationAltmetricsLink
2014Yang H, Zhang D, Meng K, Dong ZY, Lai M, 'Economic Scheduling of CCHP Systems Considering the Tradable Green Certificates', Optimization and Control Methods in Industrial Engineering and Construction, Springer, Dordrecht 139-160 (2014) [B1]

Journal article (11 outputs)

YearCitationAltmetricsLink
2014Yao W, Zhao J, Wen F, Dong Z, Xue Y, Xu Y, Meng K, 'A multi-objective collaborative planning strategy for integrated power distribution and electric vehicle charging systems', IEEE Transactions on Power Systems, 29 1811-1821 (2014) [C1]
2014Zheng Y, Dong ZY, Luo FJ, Meng K, Qiu J, Wong KP, 'Optimal Allocation of Energy Storage System for Risk Mitigation of DISCOs With High Renewable Penetrations', IEEE TRANSACTIONS ON POWER SYSTEMS, 29 212-220 (2014)
2014Zheng Y, Dong ZY, Xu Y, Meng K, Zhao JH, Qiu J, 'Electric Vehicle Battery Charging/Swap Stations in Distribution Systems: Comparison Study and Optimal Planning', IEEE TRANSACTIONS ON POWER SYSTEMS, 29 221-229 (2014)
2014Yang H, Zhang D, Meng K, Dong ZY, Lai M, 'MULTI-NETWORK COMBINED COOLING HEATING AND POWER SYSTEM SCHEDULING CONSIDERING EMISSION TRADING', PACIFIC JOURNAL OF OPTIMIZATION, 10 177-198 (2014)

Author URL

Co-authors: Joe Dong

2013Zhang R, Dong ZY, Xu Y, Meng K, Wong KP, 'Short-term load forecasting of Australian national electricity market by an ensemble model of extreme learning machine', IET Generation, Transmission and Distribution, 7 391-397 (2013) [C1]
2013Li XR, Yu CW, Ren SY, Chiu CH, Meng K, 'Day-ahead electricity price forecasting based on panel cointegration and particle filter', Electric Power Systems Research, 95 66-76 (2013) [C1]
2013Xu Y, Dai Y, Dong ZY, Zhang R, Meng K, 'Extreme learning machine-based predictor for real-time frequency stability assessment of electric power systems', NEURAL COMPUTING & APPLICATIONS, 22 501-508 (2013) [C1]
2012Yao F, Dong ZY, Meng K, Xu Z, Iu HH-C, Wong KP, 'Quantum-inspired particle swarm optimization for power system operations considering wind power uncertainty and carbon tax in Australia', IEEE Transactions on Industrial Informatics, 8 880-888 (2012) [C1]

Co-authors: Joe Dong

2012Xu Y, Dong ZY, Meng K, Zhao J, Wong KP, 'A hybrid method for transient stability-constrained optimal power flow computation', IEEE Transactions on Power Systems, 27 1769-1777 (2012) [C1]

Co-authors: Andy Zhao, Joe Dong

2012Dong ZY, Meng K, Xu Y, Wong KP, Ngan HW, 'Electricity price forecasting with extreme learning machine and bootstrapping', IEEE Transactions on Power Systems, 27 2055-2062 (2012) [C1]

Co-authors: Joe Dong

2012Xu Y, Dong ZY, Xu Z, Meng K, Wong KP, 'An intelligent dynamic security assessment framework for power systems with wind power', IEEE Transactions on Industrial Informatics, 8 995-1003 (2012) [C1]
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Conference (9 outputs)

YearCitationAltmetricsLink
2013Wang H, Meng K, Luo F, Dong ZY, Verbic G, Xu Z, Wong KP, 'Demand response through smart home energy management using thermal inertia', 2013 Australasian Universities Power Engineering Conference, AUPEC 2013, Hobart, Tasmania (2013) [E1]
2013Luo FJ, Dong Z, Chen YY, Meng K, Chen G, Tian H, Wong KP, 'A novel short-term dispatch scheme for wind farm with battery energy storage system', 2013 IEEE Power and Energy Society General Meeting, Vancouver, BC (2013) [E1]
2013Qiu J, Dong ZY, Meng K, Zheng Y, Chen YY, Tian H, 'Risk sharing strategy for minimizing imbalance costs of wind power forecast errors', 2013 IEEE Power and Energy Society General Meeting, Vancouver, BC (2013) [E1]
2013Zheng Y, Dong ZY, Meng K, Luo FJ, Tian HQ, Wong KP, 'A control strategy of battery energy storage system and allocation in distribution systems', IEEE Power and Energy Society General Meeting, Vancouver, BC (2013) [E1]
2012Yao F, Dong ZY, Meng K, Xu Y, Iu HH-C, Wong KP, 'Unit commitment considering probabilistic wind generation', APSCOM 2012 Proceedings, Hong Kong (2012) [E1]

Co-authors: Joe Dong

2012Luo F, Dong ZY, Chen Y, Xu Y, Meng K, Wong KP, 'Hybrid cloud computing platform: The next generation IT backbone for smart grid', 2012 IEEE Power and Energy Society General Meeting, San Diego, CA (2012) [E1]

Co-authors: Joe Dong

2012Meng K, Dong ZY, Zheng Y, Qiu J, 'Optimal allocation of ESS in distribution systems considering wind power uncertainties', APSCOM 2012 Proceedings, Hong Kong (2012) [E1]

Co-authors: Joe Dong

2012Luo F, Chen YY, Pozorski E, Stanic R, Qiu J, Zheng Y, et al., 'Constructing a power cloud data center to deliver multi-layer IT services for a smart grid', APSCOM 2012 Proceedings, Hong Kong (2012) [E1]
2011Zhang R, Xu Y, Dong ZY, Meng K, Xu Z, 'Intelligent systems for power system dynamic security assessment: Review and classification', 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies: DRPT 2011, Weihai (2011) [E1]

Co-authors: Joe Dong

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Grants and Funding

No funding.

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Research Supervision

Number of current supervisions4
Total current UoN PhD EFTSL1.8

For supervisions undertaken at an institution other that the University of Newcastle, the institution name is listed below the program name.

Current Supervision

CommencedProposed
Completion
ProgramSupervisor TypeResearch Title
20142018PhD (Electrical Engineering)Co-SupervisorEnergy Storage System Planning in Power System with High Renewable Penetration
20132017PhD (Electrical Engineering)Principal SupervisorAdvanced Wind Turbine Control for Grid Connections
20132017PhD (Electrical Engineering)Principal SupervisorUtilization of Thermal Inertia in Demand Response
20122016PhD (Electrical Engineering)Co-SupervisorValuation of Wind Power Generation Asset
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Dr Ke Meng

Work Phone(02) 40339182
Email
PositionResearch Academic
School of Elect Engineering and Computer Science
Faculty of Engineering and Built Environment
The University of Newcastle, Australia
Office
A924,
NIER Building,
Callaghan
University Drive
Callaghan NSW 2308
Australia
URL:www.newcastle.edu.au/profile/ke-meng