Dr Fengji Luo

PhD
Academic Fellow in Structural Engineering
School of Civil Engineering

Member of China Studies Centre

J05 - J05 Civil Engineering Building
The University of Sydney


Website School of Civil Engineering

Google Scholar

Biographical details

Dr Fengji Luo develops intelligent energy management solutions. He joined the University of Sydney in 2016.

Research interests

Traditionally, the management and optimisation of energy systems have been performed mainly on the generation and transmission sides. However, Dr Fengji Luo's philosophy is that addressing the combined challenges of climate change, increasing energy demand and energy shortages requires the effort and participation of all of humankind, not just engineers and scientists. This drives him to focus his research on sustainably powering human society through demand-side energy management of user-oriented environments, including buildings, microgrids and other urban energy infrastructure.

"The main focus of my research is on designing and developing multidisciplinary technical solutions for next-generation energy systems. More specifically, I work on developing energy-management applications, algorithms and controllers to optimally manage the energy consumption and generation of energy infrastructures in future cities in order to make them more sustainable, intelligent and affordable. This includes smart grids, smart cities, smart buildings, electric vehicles, renewable energy sources, microgrids and energy informatics.

"The ideal of sustainably powering human society drives me to develop innovative energy management and optimisation techniques for the demand side by bringing together the knowledge of multiple disciplines including computer science, power engineering, architectural science and civil engineering.

"The energy-management solutions I develop are essentially expert systems designed to support user decision making. These systems will enable these infrastructures to communicate with both end users and external environments, with the aim of optimally allocating energy generation and consumption among onsite energy resources, subject to various objectives.

"The increasing penetration of distributed renewable energy sources, such as wind and solar power, along with automation facilities and information and communication technologies, have been driving modern buildings into complex cyber-physical systems, which leads to difficulty for building users to perform efficient energy management manually. This also motivates me to develop intelligent energy management solutions to create benefits and provide decision-making support for energy users.

"This work will create economic and environmental benefits for a range of stakeholders, including end users, building and community managers, utility companies and urban planners.

"I came to the University of Sydney as a postdoctoral researcher in 2016, and joined the academic staff straight afterwards. The University provides me with an excellent environment to pursue my research, and I very much enjoy doing research here."

Awards and honours

2018 - Universities United Kingdom International Rutherford Fellowship
2016 - Australian Academy of Technology and Engineering award "Australia-Japan Emerging Research Leader"
2015 - Pro Vice Chancellor's Research Excellence Award of The University of Newcastle

FOR Codes

  • 090607 Power and Energy Systems Engineering (excl. Renewable Power)
  • 080105 Expert Systems

Selected publications

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Book Chapters

  • Wang, X., Wen, J., Luo, F., Zhou, W., Ren, H. (2015). Personalized recommendation system based on support vector machine and particle swarm optimization. In Zhang S., Wirsing M., Zhang Z. (Eds.), Knowledge Science, Engineering and Management. Lecture Notes in Computer Science, vol 9403, (pp. 489-495). Cambridge: Springer. [More Information]

Journals

  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2019). A Framework for Cyber-topology Attacks: Line-switching and New Attack Scenarios. IEEE Transactions on Smart Grid, 10(2), 1704-1712. [More Information]
  • Luo, F., Ranzi, G., Wan, C., Xu, Z., Dong, Z. (2019). A Multi-Stage Home Energy Management System with Residential Photovoltaic Penetration. IEEE Transactions on Industrial Informatics, 15(1), 116-126. [More Information]
  • Zhang, P., Xu, Y., Luo, F., Dong, Z. (2019). Power Big Data: New Assets of Electric Power Utilities. Journal of Energy Engineering, 145(3), 04019009-1-04019009-9. [More Information]
  • Luo, F., Ranzi, G., Wang, X., Dong, Z. (2019). Social Information Filtering Based Electricity Retail Plan Recommender System for Smart Grid End Users. IEEE Transactions on Smart Grid, 10(1), 95-104. [More Information]
  • Chen, Y., Luo, F., Dong, Z., Meng, K., Ranzi, G., Wong, K. (2018). A day-ahead scheduling framework for thermostatically controlled loads with thermal inertia and thermal comfort model. Journal of Modern Power Systems and Clean Energy. [More Information]
  • Luo, F., Dong, Z., Liang, G., Murata, J., Xu, Z. (2018). A Distributed Electricity Trading System in Active Distribution Networks Based on Multi-Agent Coalition and Blockchain. IEEE Transactions On Power Systems, In Press. [More Information]
  • Kong, W., Dong, Z., Hill, D., Ma, J., Zhao, J., Luo, F. (2018). A Hierarchical Hidden Markov Model Framework for Home Appliance Modeling. IEEE Transactions on Smart Grid, 9(4), 3079-3090. [More Information]
  • Kong, W., Dong, Z., Ma, J., Hill, D., Zhao, J., Luo, F. (2018). An Extensible Approach for Non-Intrusive Load Disaggregation with Smart Meter Data. IEEE Transactions on Smart Grid, 9(4), 3362-3372. [More Information]
  • Dong, Z., Luo, F., Liang, G. (2018). Blockchain: a secure, decentralized, trusted cyber infrastructure solution for future energy systems. Journal of Modern Power Systems and Clean Energy, 6(5), 958-967. [More Information]
  • Luo, F., Ranzi, G., Kong, W., Dong, Z., Wang, F. (2018). Coordinated residential energy resource scheduling with vehicle-to-home and high photovoltaic penetrations. IET Renewable Power Generation, 12(6), 625-632. [More Information]
  • Yang, J., Zhao, J., Luo, F., Wen, F., Dong, Z. (2018). Decision-Making for Electricity Retailers: A Brief Survey. IEEE Transactions on Smart Grid, 9(5), 4140-4153. [More Information]
  • Liang, G., Weller, S., Luo, F., Zhao, J., Dong, Z. (2018). Distributed Blockchain-Based Data Protection Framework for Modern Power Systems against Cyber Attacks. IEEE Transactions on Smart Grid, In Press, 1-12. [More Information]
  • Luo, F., Dong, Z., Xu, Z., Kong, W., Wang, F. (2018). Distributed residential energy resource scheduling with renewable uncertainties. IET Generation, Transmission and Distribution, 12(11), 2770-2777. [More Information]
  • Liang, G., Weller, S., Luo, F., Zhao, J., Dong, Z. (2018). Generalized FDIA-Based Cyber Topology Attack with Application to the Australian Electricity Market Trading Mechanism. IEEE Transactions on Smart Grid, 9(4), 3820-3829. [More Information]
  • Luo, F., Ranzi, G., Wang, S., Dong, Z. (2018). Hierarchical Energy Management System for Home Microgrids. IEEE Transactions on Smart Grid, In Press. [More Information]
  • Zheng, Y., Meng, K., Luo, F., Qiu, J., Zhao, J. (2018). Optimal integration of MBESSs/SBESSs in distribution systems with renewables. IET Renewable Power Generation, 12(10), 1172-1179. [More Information]
  • Zheng, Y., Zhao, J., Song, Y., Luo, F., Meng, K., Qiu, J., Hill, D. (2018). Optimal Operation of Battery Energy Storage System Considering Distribution System Uncertainty. IEEE Transactions on Sustainable Energy, 9(3), 1051-1060. [More Information]
  • Kong, W., Dong, Z., Hill, D., Luo, F., Xu, Y. (2018). Short-Term Residential Load Forecasting based on Resident Behaviour Learning. IEEE Transactions On Power Systems, 33(1), 1087-1088. [More Information]
  • Wang, S., Dong, Z., Luo, F., Meng, K., Zhang, Y. (2018). Stochastic collaborative planning of electric vehicle charging stations and power distribution system. IEEE Transactions on Industrial Informatics, 14(1), 321-331. [More Information]
  • Li, S., Wen, J., Luo, F., Ranzi, G. (2018). Time-aware QoS prediction for cloud service recommendation based on matrix factorization. IEEE Access, 6, 77716-77724. [More Information]
  • Li, S., Wen, J., Luo, F., Gao, M., Zeng, J., Dong, Z. (2017). A New QoS-Aware Web Service Recommendation System Based on Contextual Feature Recognition at Server-Side. IEEE Transactions on Network and Service Management, 14(2), 332-342. [More Information]
  • Liang, G., Zhao, J., Luo, F., Weller, S., Dong, Z. (2017). A Review of False Data Injection Attacks Against Modern Power Systems. IEEE Transactions on Smart Grid, 8(4), 1630-1638. [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]
  • Dong, Z., Chen, Y., Luo, F. (2017). Innovative data driven applications in future active distribution networks: technologies, prospective, and challenges. Electric Power Construction (Dianli Jianshe), 38(5), 2-10.
  • Luo, F., Chen, Y., Xu, Z., Liang, G., Zheng, Y., Qiu, J. (2017). Multiagent-Based Cooperative Control Framework for Microgrids� Energy Imbalance. IEEE Transactions on Industrial Informatics, 13(3), 1046-1056. [More Information]
  • Luo, F., Ranzi, G., Dong, Z., Murata, J. (2017). Natural Aggregation Approach based Home Energy Manage System with User Satisfaction Modelling. IOP Conference Series: Earth and Environmental Science, 73(1), 1-12. [More Information]
  • Luo, F., Ranzi, G., Kong, W., Dong, Z., Wang, S., Zhao, J. (2017). Non-intrusive energy saving appliance recommender system for smart grid residential users. IET Generation, Transmission and Distribution, 11(7), 1786-1793. [More Information]
  • Yang, H., Pan, H., Luo, F., Qiu, J., Zhang, P., Lai, M., Dong, Z. (2017). Operational Planning of Electric Vehicles for Balancing Wind Power and Load Fluctuations in a Microgrid. IEEE Transactions on Sustainable Energy, 8(2), 592-604. [More Information]
  • Wang, X., Luo, F., Sang, C., Zeng, J., Hirokawa, S. (2017). Personalized movie recommendation system based on support vector machine and improved particle swarm optimization. IEICE Transactions on Information and Systems, E100D(2), 285-293. [More Information]
  • Luo, F., Ranzi, G., Dong, Z. (2017). Rolling horizon optimization for real-time operation of thermostatically controlled load aggregator. Journal of Modern Power Systems and Clean Energy, 5(6), 947-958. [More Information]
  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2017). The 2015 Ukraine Blackout: Implications for False Data Injection Attacks. IEEE Transactions On Power Systems, 32(4), 3317-3318. [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]
  • Wang, X., Luo, F., Qian, Y., Ranzi, G. (2016). A Personalized Electronic Movie Recommendation System Based on Support Vector Machine and Improved Particle Swarm Optimization. PloS One, 11(11), 1-17. [More Information]
  • Qiu, J., Dong, Z., Zhao, J., Xu, Y., Luo, F., Yang, J. (2016). A Risk-Based Approach to Multi-Stage Probabilistic Transmission Network Planning. IEEE Transactions On Power Systems, 31(6), 4867-4876. [More Information]
  • Luo, F., Zhao, J., Dong, Z., Chen, Y., Xu, Y., Zhang, X., Wong, K. (2016). Cloud-Based Information Infrastructure for Next-Generation Power Grid: Conception, Architecture, and Applications. IEEE Transactions on Smart Grid, 7(4), 1896-1912. [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]
  • Chen, J., Liang, G., Cai, Z., Hu, C., Xu, Y., Luo, F., Zhao, J. (2016). Impact analysis of false data injection attacks on power system static security assessment. Journal of Modern Power Systems and Clean Energy, 4(3), 496-505. [More Information]
  • Kong, W., Dong, Z., Hill, D., Luo, F., Xu, Y. (2016). Improving Nonintrusive Load Monitoring Efficiency via a Hybrid Programing Method. IEEE Transactions on Industrial Informatics, 12(6), 2148-2157. [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., Zhao, J., Dong, Z., Tong, X., Chen, Y., Yang, H., Zhang, H. (2016). Optimal Dispatch of Air Conditioner Loads in Southern China Region by Direct Load Control. IEEE Transactions on Smart Grid, 7(1), 439-450. [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]
  • Chen, Y., Zheng, Y., Luo, F., Wen, J., Xu, Z. (2016). Reliability evaluation of distribution systems with mobile energy storage system. IET Renewable Power Generation, 10(10), 1562-1569. [More Information]
  • Chen, Y., Luo, F., Xu, Y., Qiu, J. (2016). Self-adaptive differential approach for transient stability constrained optimal power flow. IET Generation, Transmission and Distribution, 10(15), 3717-3726. [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]
  • 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]
  • Luo, F., Meng, K., Dong, Z., Zheng, Y., Chen, Y., Wong, K. (2015). Coordinated operational dispatch for wind farm with battery energy storage system. IEEE Transactions on Sustainable Energy, 6(1), 253-262. [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]
  • Li, C., Dong, Z., 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, 9(15), 2276-2283. [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]
  • Luo, F., Zhao, J., Qiu, J., Foster, J., Peng, Y., Dong, Z. (2014). Assessing the Transmission Expansion Cost with Distributed Generation: an Australian Case Study. IEEE Transactions on Smart Grid, 5(4), 1892-1904. [More Information]
  • Luo, F., Zhao, J., Wang, H., Tong, X., Chen, Y., Dong, Z. (2014). Direct load control by distributed imperialist competitive algorithm. Journal of Modern Power Systems and Clean Energy, 2(4), 385-395. [More Information]
  • Yang, H., Yi, D., Zhao, J., Luo, F., Dong, Z. (2014). Distributed optimal dispatch of virtual power plant based on ELM transformation. Journal of Industrial and Management Optimization, 10(4), 1297-1318. [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]
  • Xu, Y., Dong, Z., Luo, F., Zhang, R., Wong, K. (2014). Parallel-differential evolution approach for optimal event-driven load shedding against voltage collapse in power systems. IET Generation, Transmission and Distribution, 8(4), 651-660. [More Information]
  • Zhao, J., Xu, Y., Luo, F., Dong, Z., Peng, Y. (2014). Power system fault diagnosis based on history driven differential evolution and stochastic time domain simulation. Information Sciences, 275, 13-29. [More Information]
  • Li, X., Yu, C., Xu, Z., Luo, F., Dong, Z., Wong, K. (2013). A Multimarket Decision-Making Framework for GENCO Considering Emission Trading Scheme. IEEE Transactions On Power Systems, 28(4), 4099-4108. [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., Luo, F., Ren, S., Dong, Z., Wong, K. (2013). Impacts of emission trading schemes on GENCOs' decision making under multimarket environment. Electric Power Systems Research, 95, 257-267. [More Information]
  • Xu, Y., Dong, Z., Guan, L., Zhang, R., Wong, K., Luo, F. (2012). Preventive Dynamic Security Control of Power System Based On Pattern Discovery Technique. IEEE Transactions On Power Systems, 27(3), 1236-1244. [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]

Conferences

  • Wang, Y., Wen, J., Zhou, W., Luo, F. (2018). A Novel Dynamic Cloud Service Trust Evaluation Model in Cloud Computing. 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/12th IEEE International Conference on Big Data Science and Engineering (Trustcom/BigDataSE 2018), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wang, S., Dong, Z., Luo, F., Ranzi, G., Qiao, Y. (2018). Stochastic Residential Energy Management System with Vehicle-to-Home and Photovoltaic Penetration. IEEE Power and Energy Society General Meeting (PES-GM 2018), Portland, OR: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, S., Wen, J., Luo, F., Cheng, T., Xiong, Q. (2017). A Location and Reputation Aware Matrix Factorization Approach for Personalized Quality of Service Prediction. 24th IEEE International Conference on Web Services (ICWS 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • LV, Y., Wang, D., Xu, R., Gao, X., Xu, X., Ren, H., Luo, F. (2017). A MILP Approach to Accommodate More Wind Generation in Distribution Networks. 2nd International Conference on Electrical and Electronics: Techniques and Applications (EETA 2017), USA: DEStech Publications Inc.
  • Zhao, H., Wen, J., Zhao, J., Luo, F. (2017). A New Model-Based Web Service Clustering Algorithm. 2016 IEEE Region 10 Conference (TENCON), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • LV, Y., Gao, X., Xu, X., Wang, D., Xu, R., Ren, H., Luo, F. (2017). An Optimization Approach for Smoothing Output Power of Variable Speed Wind Turbines. 2nd International Conference on Electrical and Electronics: Techniques and Applications (EETA 2017), USA: DEStech Publications Inc.
  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2017). Composite FDIA and topology attack on the electricity market. 2017 IEEE Power & Energy Society General Meeting PES-GM, Chicago, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wen, J., Sun, G., Luo, F. (2017). Data Driven Development Trend Analysis of Mainstream Information Technologies. 9th International Conference on Service Science (ICSS 2016), Chongqing, China: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Gao, X., Meng, K., Yang, L., Xu, Z., Dong, Z., Luo, F., Wong, K. (2017). DFIG wind turbine fault ride through capability improvement with control strategy. 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM 2015), Hong Kong: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Kong, W., Dong, Z., Luo, F., Meng, K., Zhang, W., Wang, F., Zhao, X. (2017). Effect of Automatic Hyperparameter Tuning for Residential Load Forecasting via Deep Learning. 2017 Australasian Universities Power Engineering Conference (AUPEC), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2017). False data injection attacks targeting DC model-based state estimation. 2017 IEEE Power & Energy Society General Meeting PES-GM, Chicago, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wang, X., Luo, F., Sang, C., Jiang, L. (2017). Improved Twin Support Vector Machine and Its Application on Personalized Recommendation. 9th International Conference on Service Science (ICSS 2016), Chongqing, China: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Guo, W., Wen, J., Luo, F., Zheng, Y. (2017). Peak load reduction by thermostatically controlled load dispatch with thermal comfort model. 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM 2015), Hong Kong: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Zhang, X., Dong, Z., Wang, Z., Xiao, C., Luo, F. (2017). Quantum Cryptography Based Cyber-Physical Security Technology for Smart Grids. 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM 2015), Hong Kong: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, C., Chen, Y., Luo, F., Xu, Z., Zheng, Y. (2017). Real-Time Decision Making Model for Thermostatically Controlled Load Aggregators by Natural Aggregation Algorithm. 1st IEEE International Conference on Energy Internet (ICEI 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Ranzi, G., Wang, X., Dong, Z. (2017). Service recommendation in smart grid: vision, technologies and applications. 9th International Conference on Service Science (ICSS 2016), Chongqing, China: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, C., Luo, F., Chen, Y., Xu, Z., An, Y., Li, X. (2017). Smart home energy management with vehicle-to-home technology. 13th IEEE International Conference on Control and Automation (ICCA 2017), Washington: IEEE Computer Society. [More Information]
  • Luo, F., Ranzi, G., Liang, G., Dong, Z. (2017). Stochastic residential energy resource scheduling by multi-objective natural aggregation algorithm. 2017 IEEE Power & Energy Society General Meeting PES-GM, Chicago, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • 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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Zhao, J., Dong, Z. (2016). A new metaheuristic algorithm for real-parameter optimization: Natural aggregation algorithm. 2016 IEEE Congress on Evolutionary Computation (CEC 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wang, S., Xu, Y., Dong, Z., Zhao, J., Yao, W., Luo, F., Wang, Y. (2016). A Stochastic Collaborative Planning Approach for Electric Vehicle Charging Stations and Power Distribution System. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • 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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Dong, Z., Chen, Y., Zhao, J. (2016). Natural Aggregation Algorithm: A New Efficient Metaheuristic Tool for Power System Optimizations. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Dong, Z., Zhao, J., Zhang, X., Kong, W., Chen, Y. (2015). Enabling the big data analysis in the smart grid. 2015 IEEE Power & Energy Society General Meeting PES 2015, Denver: Institute of Electrical and Electronics Engineers (IEEE). [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]
  • 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: Institute of Electrical and Electronics Engineers (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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE).
  • 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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (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: Institute of Electrical and Electronics Engineers (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]
  • Wan, C., Dong, Z., Luo, F., Lu, M., Zhang, P., Wong, K. (2011). Cumulant-based probabilistic load flow calculation in a market environment. 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, Piscataway, New Jersey, United States of America: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Chen, Y., Chung, C., Luo, F., Dong, Z., Wong, K. (2009). An overview of Grid Computing application for distributed heterogeneous power systems: History, technologies, and prospect. 8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009), Stevenage: (IET) The Institution of Engineering and Technology. [More Information]

2019

  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2019). A Framework for Cyber-topology Attacks: Line-switching and New Attack Scenarios. IEEE Transactions on Smart Grid, 10(2), 1704-1712. [More Information]
  • Luo, F., Ranzi, G., Wan, C., Xu, Z., Dong, Z. (2019). A Multi-Stage Home Energy Management System with Residential Photovoltaic Penetration. IEEE Transactions on Industrial Informatics, 15(1), 116-126. [More Information]
  • Zhang, P., Xu, Y., Luo, F., Dong, Z. (2019). Power Big Data: New Assets of Electric Power Utilities. Journal of Energy Engineering, 145(3), 04019009-1-04019009-9. [More Information]
  • Luo, F., Ranzi, G., Wang, X., Dong, Z. (2019). Social Information Filtering Based Electricity Retail Plan Recommender System for Smart Grid End Users. IEEE Transactions on Smart Grid, 10(1), 95-104. [More Information]

2018

  • Chen, Y., Luo, F., Dong, Z., Meng, K., Ranzi, G., Wong, K. (2018). A day-ahead scheduling framework for thermostatically controlled loads with thermal inertia and thermal comfort model. Journal of Modern Power Systems and Clean Energy. [More Information]
  • Luo, F., Dong, Z., Liang, G., Murata, J., Xu, Z. (2018). A Distributed Electricity Trading System in Active Distribution Networks Based on Multi-Agent Coalition and Blockchain. IEEE Transactions On Power Systems, In Press. [More Information]
  • Kong, W., Dong, Z., Hill, D., Ma, J., Zhao, J., Luo, F. (2018). A Hierarchical Hidden Markov Model Framework for Home Appliance Modeling. IEEE Transactions on Smart Grid, 9(4), 3079-3090. [More Information]
  • Wang, Y., Wen, J., Zhou, W., Luo, F. (2018). A Novel Dynamic Cloud Service Trust Evaluation Model in Cloud Computing. 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/12th IEEE International Conference on Big Data Science and Engineering (Trustcom/BigDataSE 2018), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Kong, W., Dong, Z., Ma, J., Hill, D., Zhao, J., Luo, F. (2018). An Extensible Approach for Non-Intrusive Load Disaggregation with Smart Meter Data. IEEE Transactions on Smart Grid, 9(4), 3362-3372. [More Information]
  • Dong, Z., Luo, F., Liang, G. (2018). Blockchain: a secure, decentralized, trusted cyber infrastructure solution for future energy systems. Journal of Modern Power Systems and Clean Energy, 6(5), 958-967. [More Information]
  • Luo, F., Ranzi, G., Kong, W., Dong, Z., Wang, F. (2018). Coordinated residential energy resource scheduling with vehicle-to-home and high photovoltaic penetrations. IET Renewable Power Generation, 12(6), 625-632. [More Information]
  • Yang, J., Zhao, J., Luo, F., Wen, F., Dong, Z. (2018). Decision-Making for Electricity Retailers: A Brief Survey. IEEE Transactions on Smart Grid, 9(5), 4140-4153. [More Information]
  • Liang, G., Weller, S., Luo, F., Zhao, J., Dong, Z. (2018). Distributed Blockchain-Based Data Protection Framework for Modern Power Systems against Cyber Attacks. IEEE Transactions on Smart Grid, In Press, 1-12. [More Information]
  • Luo, F., Dong, Z., Xu, Z., Kong, W., Wang, F. (2018). Distributed residential energy resource scheduling with renewable uncertainties. IET Generation, Transmission and Distribution, 12(11), 2770-2777. [More Information]
  • Liang, G., Weller, S., Luo, F., Zhao, J., Dong, Z. (2018). Generalized FDIA-Based Cyber Topology Attack with Application to the Australian Electricity Market Trading Mechanism. IEEE Transactions on Smart Grid, 9(4), 3820-3829. [More Information]
  • Luo, F., Ranzi, G., Wang, S., Dong, Z. (2018). Hierarchical Energy Management System for Home Microgrids. IEEE Transactions on Smart Grid, In Press. [More Information]
  • Zheng, Y., Meng, K., Luo, F., Qiu, J., Zhao, J. (2018). Optimal integration of MBESSs/SBESSs in distribution systems with renewables. IET Renewable Power Generation, 12(10), 1172-1179. [More Information]
  • Zheng, Y., Zhao, J., Song, Y., Luo, F., Meng, K., Qiu, J., Hill, D. (2018). Optimal Operation of Battery Energy Storage System Considering Distribution System Uncertainty. IEEE Transactions on Sustainable Energy, 9(3), 1051-1060. [More Information]
  • Kong, W., Dong, Z., Hill, D., Luo, F., Xu, Y. (2018). Short-Term Residential Load Forecasting based on Resident Behaviour Learning. IEEE Transactions On Power Systems, 33(1), 1087-1088. [More Information]
  • Wang, S., Dong, Z., Luo, F., Meng, K., Zhang, Y. (2018). Stochastic collaborative planning of electric vehicle charging stations and power distribution system. IEEE Transactions on Industrial Informatics, 14(1), 321-331. [More Information]
  • Wang, S., Dong, Z., Luo, F., Ranzi, G., Qiao, Y. (2018). Stochastic Residential Energy Management System with Vehicle-to-Home and Photovoltaic Penetration. IEEE Power and Energy Society General Meeting (PES-GM 2018), Portland, OR: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, S., Wen, J., Luo, F., Ranzi, G. (2018). Time-aware QoS prediction for cloud service recommendation based on matrix factorization. IEEE Access, 6, 77716-77724. [More Information]

2017

  • Li, S., Wen, J., Luo, F., Cheng, T., Xiong, Q. (2017). A Location and Reputation Aware Matrix Factorization Approach for Personalized Quality of Service Prediction. 24th IEEE International Conference on Web Services (ICWS 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • LV, Y., Wang, D., Xu, R., Gao, X., Xu, X., Ren, H., Luo, F. (2017). A MILP Approach to Accommodate More Wind Generation in Distribution Networks. 2nd International Conference on Electrical and Electronics: Techniques and Applications (EETA 2017), USA: DEStech Publications Inc.
  • Zhao, H., Wen, J., Zhao, J., Luo, F. (2017). A New Model-Based Web Service Clustering Algorithm. 2016 IEEE Region 10 Conference (TENCON), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, S., Wen, J., Luo, F., Gao, M., Zeng, J., Dong, Z. (2017). A New QoS-Aware Web Service Recommendation System Based on Contextual Feature Recognition at Server-Side. IEEE Transactions on Network and Service Management, 14(2), 332-342. [More Information]
  • Liang, G., Zhao, J., Luo, F., Weller, S., Dong, Z. (2017). A Review of False Data Injection Attacks Against Modern Power Systems. IEEE Transactions on Smart Grid, 8(4), 1630-1638. [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]
  • LV, Y., Gao, X., Xu, X., Wang, D., Xu, R., Ren, H., Luo, F. (2017). An Optimization Approach for Smoothing Output Power of Variable Speed Wind Turbines. 2nd International Conference on Electrical and Electronics: Techniques and Applications (EETA 2017), USA: DEStech Publications Inc.
  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2017). Composite FDIA and topology attack on the electricity market. 2017 IEEE Power & Energy Society General Meeting PES-GM, Chicago, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wen, J., Sun, G., Luo, F. (2017). Data Driven Development Trend Analysis of Mainstream Information Technologies. 9th International Conference on Service Science (ICSS 2016), Chongqing, China: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Gao, X., Meng, K., Yang, L., Xu, Z., Dong, Z., Luo, F., Wong, K. (2017). DFIG wind turbine fault ride through capability improvement with control strategy. 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM 2015), Hong Kong: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Kong, W., Dong, Z., Luo, F., Meng, K., Zhang, W., Wang, F., Zhao, X. (2017). Effect of Automatic Hyperparameter Tuning for Residential Load Forecasting via Deep Learning. 2017 Australasian Universities Power Engineering Conference (AUPEC), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2017). False data injection attacks targeting DC model-based state estimation. 2017 IEEE Power & Energy Society General Meeting PES-GM, Chicago, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wang, X., Luo, F., Sang, C., Jiang, L. (2017). Improved Twin Support Vector Machine and Its Application on Personalized Recommendation. 9th International Conference on Service Science (ICSS 2016), Chongqing, China: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Dong, Z., Chen, Y., Luo, F. (2017). Innovative data driven applications in future active distribution networks: technologies, prospective, and challenges. Electric Power Construction (Dianli Jianshe), 38(5), 2-10.
  • Luo, F., Chen, Y., Xu, Z., Liang, G., Zheng, Y., Qiu, J. (2017). Multiagent-Based Cooperative Control Framework for Microgrids� Energy Imbalance. IEEE Transactions on Industrial Informatics, 13(3), 1046-1056. [More Information]
  • Luo, F., Ranzi, G., Dong, Z., Murata, J. (2017). Natural Aggregation Approach based Home Energy Manage System with User Satisfaction Modelling. IOP Conference Series: Earth and Environmental Science, 73(1), 1-12. [More Information]
  • Luo, F., Ranzi, G., Kong, W., Dong, Z., Wang, S., Zhao, J. (2017). Non-intrusive energy saving appliance recommender system for smart grid residential users. IET Generation, Transmission and Distribution, 11(7), 1786-1793. [More Information]
  • Yang, H., Pan, H., Luo, F., Qiu, J., Zhang, P., Lai, M., Dong, Z. (2017). Operational Planning of Electric Vehicles for Balancing Wind Power and Load Fluctuations in a Microgrid. IEEE Transactions on Sustainable Energy, 8(2), 592-604. [More Information]
  • Guo, W., Wen, J., Luo, F., Zheng, Y. (2017). Peak load reduction by thermostatically controlled load dispatch with thermal comfort model. 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM 2015), Hong Kong: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wang, X., Luo, F., Sang, C., Zeng, J., Hirokawa, S. (2017). Personalized movie recommendation system based on support vector machine and improved particle swarm optimization. IEICE Transactions on Information and Systems, E100D(2), 285-293. [More Information]
  • Zhang, X., Dong, Z., Wang, Z., Xiao, C., Luo, F. (2017). Quantum Cryptography Based Cyber-Physical Security Technology for Smart Grids. 10th International Conference on Advances in Power System Control, Operation & Management (APSCOM 2015), Hong Kong: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, C., Chen, Y., Luo, F., Xu, Z., Zheng, Y. (2017). Real-Time Decision Making Model for Thermostatically Controlled Load Aggregators by Natural Aggregation Algorithm. 1st IEEE International Conference on Energy Internet (ICEI 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Ranzi, G., Dong, Z. (2017). Rolling horizon optimization for real-time operation of thermostatically controlled load aggregator. Journal of Modern Power Systems and Clean Energy, 5(6), 947-958. [More Information]
  • Luo, F., Ranzi, G., Wang, X., Dong, Z. (2017). Service recommendation in smart grid: vision, technologies and applications. 9th International Conference on Service Science (ICSS 2016), Chongqing, China: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, C., Luo, F., Chen, Y., Xu, Z., An, Y., Li, X. (2017). Smart home energy management with vehicle-to-home technology. 13th IEEE International Conference on Control and Automation (ICCA 2017), Washington: IEEE Computer Society. [More Information]
  • Luo, F., Ranzi, G., Liang, G., Dong, Z. (2017). Stochastic residential energy resource scheduling by multi-objective natural aggregation algorithm. 2017 IEEE Power & Energy Society General Meeting PES-GM, Chicago, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Liang, G., Weller, S., Zhao, J., Luo, F., Dong, Z. (2017). The 2015 Ukraine Blackout: Implications for False Data Injection Attacks. IEEE Transactions On Power Systems, 32(4), 3317-3318. [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: Institute of Electrical and Electronics Engineers (IEEE). [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]
  • Luo, F., Zhao, J., Dong, Z. (2016). A new metaheuristic algorithm for real-parameter optimization: Natural aggregation algorithm. 2016 IEEE Congress on Evolutionary Computation (CEC 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Wang, X., Luo, F., Qian, Y., Ranzi, G. (2016). A Personalized Electronic Movie Recommendation System Based on Support Vector Machine and Improved Particle Swarm Optimization. PloS One, 11(11), 1-17. [More Information]
  • Qiu, J., Dong, Z., Zhao, J., Xu, Y., Luo, F., Yang, J. (2016). A Risk-Based Approach to Multi-Stage Probabilistic Transmission Network Planning. IEEE Transactions On Power Systems, 31(6), 4867-4876. [More Information]
  • Wang, S., Xu, Y., Dong, Z., Zhao, J., Yao, W., Luo, F., Wang, Y. (2016). A Stochastic Collaborative Planning Approach for Electric Vehicle Charging Stations and Power Distribution System. 2016 IEEE Power and Energy Society General Meeting (PES-GM 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Zhao, J., Dong, Z., Chen, Y., Xu, Y., Zhang, X., Wong, K. (2016). Cloud-Based Information Infrastructure for Next-Generation Power Grid: Conception, Architecture, and Applications. IEEE Transactions on Smart Grid, 7(4), 1896-1912. [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: Institute of Electrical and Electronics Engineers (IEEE). [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]
  • 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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Chen, J., Liang, G., Cai, Z., Hu, C., Xu, Y., Luo, F., Zhao, J. (2016). Impact analysis of false data injection attacks on power system static security assessment. Journal of Modern Power Systems and Clean Energy, 4(3), 496-505. [More Information]
  • Kong, W., Dong, Z., Hill, D., Luo, F., Xu, Y. (2016). Improving Nonintrusive Load Monitoring Efficiency via a Hybrid Programing Method. IEEE Transactions on Industrial Informatics, 12(6), 2148-2157. [More Information]
  • Luo, F., Dong, Z., Chen, Y., Zhao, J. (2016). Natural Aggregation Algorithm: A New Efficient Metaheuristic Tool for Power System Optimizations. 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [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., Zhao, J., Dong, Z., Tong, X., Chen, Y., Yang, H., Zhang, H. (2016). Optimal Dispatch of Air Conditioner Loads in Southern China Region by Direct Load Control. IEEE Transactions on Smart Grid, 7(1), 439-450. [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]
  • 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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Chen, Y., Zheng, Y., Luo, F., Wen, J., Xu, Z. (2016). Reliability evaluation of distribution systems with mobile energy storage system. IET Renewable Power Generation, 10(10), 1562-1569. [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Chen, Y., Luo, F., Xu, Y., Qiu, J. (2016). Self-adaptive differential approach for transient stability constrained optimal power flow. IET Generation, Transmission and Distribution, 10(15), 3717-3726. [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2015

  • 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: Institute of Electrical and Electronics Engineers (IEEE). [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]
  • Luo, F., Meng, K., Dong, Z., Zheng, Y., Chen, Y., Wong, K. (2015). Coordinated operational dispatch for wind farm with battery energy storage system. IEEE Transactions on Sustainable Energy, 6(1), 253-262. [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Dong, Z., Zhao, J., Zhang, X., Kong, W., Chen, Y. (2015). Enabling the big data analysis in the smart grid. 2015 IEEE Power & Energy Society General Meeting PES 2015, Denver: Institute of Electrical and Electronics Engineers (IEEE). [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]
  • Li, C., Dong, Z., 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, 9(15), 2276-2283. [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]
  • Wang, X., Wen, J., Luo, F., Zhou, W., Ren, H. (2015). Personalized recommendation system based on support vector machine and particle swarm optimization. In Zhang S., Wirsing M., Zhang Z. (Eds.), Knowledge Science, Engineering and Management. Lecture Notes in Computer Science, vol 9403, (pp. 489-495). Cambridge: Springer. [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Luo, F., Zhao, J., Qiu, J., Foster, J., Peng, Y., Dong, Z. (2014). Assessing the Transmission Expansion Cost with Distributed Generation: an Australian Case Study. IEEE Transactions on Smart Grid, 5(4), 1892-1904. [More Information]
  • Luo, F., Zhao, J., Wang, H., Tong, X., Chen, Y., Dong, Z. (2014). Direct load control by distributed imperialist competitive algorithm. Journal of Modern Power Systems and Clean Energy, 2(4), 385-395. [More Information]
  • Yang, H., Yi, D., Zhao, J., Luo, F., Dong, Z. (2014). Distributed optimal dispatch of virtual power plant based on ELM transformation. Journal of Industrial and Management Optimization, 10(4), 1297-1318. [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]
  • Xu, Y., Dong, Z., Luo, F., Zhang, R., Wong, K. (2014). Parallel-differential evolution approach for optimal event-driven load shedding against voltage collapse in power systems. IET Generation, Transmission and Distribution, 8(4), 651-660. [More Information]
  • Zhao, J., Xu, Y., Luo, F., Dong, Z., Peng, Y. (2014). Power system fault diagnosis based on history driven differential evolution and stochastic time domain simulation. Information Sciences, 275, 13-29. [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Li, X., Yu, C., Xu, Z., Luo, F., Dong, Z., Wong, K. (2013). A Multimarket Decision-Making Framework for GENCO Considering Emission Trading Scheme. IEEE Transactions On Power Systems, 28(4), 4099-4108. [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: Institute of Electrical and Electronics Engineers (IEEE). [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]
  • 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: Institute of Electrical and Electronics Engineers (IEEE).
  • Li, X., Yu, C., Luo, F., Ren, S., Dong, Z., Wong, K. (2013). Impacts of emission trading schemes on GENCOs' decision making under multimarket environment. Electric Power Systems Research, 95, 257-267. [More Information]

2012

  • 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: Institute of Electrical and Electronics Engineers (IEEE). [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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Xu, Y., Dong, Z., Guan, L., Zhang, R., Wong, K., Luo, F. (2012). Preventive Dynamic Security Control of Power System Based On Pattern Discovery Technique. IEEE Transactions On Power Systems, 27(3), 1236-1244. [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: Institute of Electrical and Electronics Engineers (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: Institute of Electrical and Electronics Engineers (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]
  • Wan, C., Dong, Z., Luo, F., Lu, M., Zhang, P., Wong, K. (2011). Cumulant-based probabilistic load flow calculation in a market environment. 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, Piscataway, New Jersey, United States of America: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2010

  • 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]
  • 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: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2009

  • Chen, Y., Chung, C., Luo, F., Dong, Z., Wong, K. (2009). An overview of Grid Computing application for distributed heterogeneous power systems: History, technologies, and prospect. 8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009), Stevenage: (IET) The Institution of Engineering and Technology. [More Information]

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