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Topics

  • Optimal planning and operation of microgrids with high penetration of renewables
  • Techno-economic appraisal techniques for hybrid energy and power systems
  • Energy data analytics including deep learning and its application
  • Optimal home energy management system considering demand response
  • Electrification of the transport sector
  • Electrification of heating and cooling

PhD projects for research students

Research supervision

Mr Songjie Zhang, "Study on the intra-hour cloud tracking method", PhD, Visiting Scholar at University of Leeds (co-supervisor Dr Ben Chong) from Zhejiang University, China, Dec. 2019 – June 2020

Mr Han Wang, "Two-stage optimal bidding and dispatch strategy for microgrids", PhD, University of Leeds (co-supervisor Dr Petros Aristidou) and SUSTech, China (co-supervisor Dr Youwei Jia), Oct. 2019 – June 2023

Ms Ting Wang, "Multi-timescale short-term solar power forecasting with ensemble of localized stochastic sensitive autoencoders", PhD, South China University of Technology, China (co-supervisor Prof Wing W. N. Ng), Aug. 2018 – Aug. 2021

Mr Jianjun Zhang, "New appliance detection for non-intrusive load monitoring", PhD, South China University of Technology, China (co-supervisor Prof Wing W. N. Ng), Aug. 2017 – Aug. 2020

Mr Runji Wu, "Optimal scheduling of air conditioning resources with high photovoltaic penetrations", MEng, Guangdong University of Technology, China (co-supervisor Prof Loi Lei Lai), Aug. 2018 –June 2021

Mr Junjie Zheng, "Constrained low-rank recovery in recovering appliance electricity usages and its application", MEng, Guangdong University of Technology, China (co-supervisor Dr Haoliang Yuan and Prof Loi Lei Lai), Aug. 2017 –June 2020