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Dr Yinyan Liu

Dr Yinyan Liu

Research Associate
Engineering
Photovoltaic and Renewable Energy Engineering

Dr. Yinyan Liu is a Postdoctoral Research Associate at the School of Photovoltaic and Renewable Energy Engineering, University of New South Wales (UNSW), Australia. Her research interests include modelling and optimisation of integration energy systems, fault diagnosis of PV systems, energy management for decarbonisation and decentralization, and applications of machine learning technologies for smart grids and smart cities. She was awarded the prestigious  "Rising Star Women in Engineering", "Faculty of Engineering PhD Completion Award", "Full Scholarship for the API’s Powerful Women Leadership Program in 2023",  “The University of Sydney International Scholarship”. 
E-mail
yan.liu6@unsw.edu.au
Location
Level2, Tyree Energy Technologies Building, Kensington NSW 2033.
  • Journal articles | 2024
    Liu Y; Bai L; Ma J; Wang W; Ouyang W, 2024, 'Self-Supervised Feature Learning for Appliance Recognition in Nonintrusive Load Monitoring', IEEE Transactions on Industrial Informatics, 20, pp. 1698 - 1710, http://dx.doi.org/10.1109/TII.2023.3280445

Yinyan Liu’s research focuses on modelling and optimisation of integration energy systems, fault detection and diagnosis of PV systems, with a specific interest in learning and optimising, with applications to smart grids and smart cities.