Dr Xueqin Amy Liu


Dr Amy Liu’s research focuses on ‘smart grid data analytics’ for future energy systems, working closely with industry to address major challenges in the clean energy and energy storage domain.

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Open to PhD applications in the field of 

  • Smart Grid data analytics including Wind/Solar energy/Demand forecasting,
  • Smart Grid Event Detection and Classification
  • Energy storage optimization to facilitate renewable energy integration


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Faculty of Engineering and Physical Sciences

School Of Electronics, Electrical Engineering And Computer Science


Research students

PhD title: Big Data Analytics on Small Scale Energy Storage 

Name: Javier Lopez Lorente 
Years of Study: 2018 -2021
Country: Spain


PhD title: Machine Learning Enabling Smarter Grids with Energy Storage 

Name: Connor Duggan 
Years of Study: 2018 -2021
Country: Northern Ireland


Alumni: where are they now?

Mark Rafferty 

PhD title: Big Data Analytics for Smart Grid Event Detection and Classification 

Years of Study: 2014 - 2018
Country: Northern Ireland 
Current position: Innovation Engineer at SONI/Eirgrid








Research at Queen's

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