Publications

Quickly discover relevant content by filtering publications.

The interactions of radiation with saline water facilitate various energy-related applications, such as radiative evaporation at the …

Indoor Environment Quality (IEQ) holds significant importance in building design and operation, and the simulation of indoor …

The integration of solid oxide electrolysis cells (SOECs) with a photovoltaic (PV) system presents a viable method of storing variable …

Numerical weather prediction (NWP) has hitherto been the default tool for providing day-ahead forecasting services to the solar energy …

Research

*

Solar desalination experimental platform

An indoor solar desalination experimental platform.

SOEC experimental platform

A testing system for solid oxide electrolysis cell.

Novel Hybrid Approach for High-fidelity Intra-hour Forecasting of Directional Solar Irradiance

2023.01 - 2015.12 Research Grants Council RGC Early Career Scheme (PI).

Adaptive cooling solutions of solar photovoltaic panels

2022.09 - 2023.08 The Hong Kong Polytechnic University URIS Scheme (PI).

自动化光伏盐田的合作研发

2021.06-2024.05 江苏省科技厅港澳台科技合作项目 (co-PI, 25%).

Rooftop solar monitoring station

Comprehensive solar monitoring station on PolyU EF rooftop.

News

In September 2024, a project named Development of High-fidelity and High-Spatiotemporal-Resolution Day-ahead Ultraviolet Index (UVI) Forecasting Method: a Deep Learning Approach was funded by Hong Kong Innovation and Technology Commission, Innovation and Technology Support Programme (Seed). Dr. Li is the PI of this project.

In September 2024, LIU Xinran joined our team. Warm welcome!

In August 2024, DENG Nan successfully advanced to candidacy. Congrats to Nan!

In August 2024, LIANG Zhaojian sucessfully passed the oral examination and was awarded the Ph.D. degree. Congratulations to Dr. Liang!

In June 2024, Zhaojian won the Second Prize for Best Paper Award in the 3rd Asian Conference on Thermal Sciences, Shanghai, China. Congradulations!

Meet the Team

Principal Investigator

Avatar

Mengying Li

Assistant Professor

Energy Meteorology, Solar Resourcing and Forecasting, Poly-Generation Solar Power Systems, High Temperature Electrolysis

Current Member

Avatar

Haoran Chang

PhD Student

CFD, Solar Power System Data Mining, Reliability and Performance Optimization of PV Module, Energy Digitization and Interconnection

Avatar

Nan Deng

PhD Candidate

Energy Meteorology, Short-term Solar Radiation Forecasting, 3D Radiative Transfer Modeling, Machine Learning

Avatar

Tao Jing

PhD Student

Signal processing, Collaborative algorithm design, Interpretable machine learning

Avatar

Zhaojian Liang

PhD Candidate

Renewable Energy Systems, Thermal Energy Storage, Heat Transfer, Computational Fluid Dynamics

Avatar

Xinran Liu

PhD Student

Computational Fluid Dynamics, Heat Transfer, Renewable Energy Systems, Hydrodynamics, Machine Learning

Avatar

Xin Wei

PhD Student, PPPFS Awardee

Desalination, Interfacial Evaporation, PV System, Solar Energy

Avatar

Yuying Xie

PhD Candidate

Renewable Energy Prediction, Deep Learning Techniques

Alumni

Avatar

Shanlin Chen

PhD Graduate

Renewable Energy Systems, Solar Resourcing and Forecasting, Life Cycle Analysis in Energy Systems, Machine Learning

Avatar

Peixin Dong

Postdoctoral Fellow

Heat and Mass transfer, CFD, CO2 capture, PV/CSP hybrid block transients

Avatar

Xinrui Guo

MSc Graduate

Robotics and Controls, Solar Resourcing, Advanced Material and Structural Design, Metal Material

Avatar

Zheheng Huang

MSc Graduate

Solar panels fault detection, UAV control and navigation, Deep Learning

Avatar

Qifeng Li

MSc Graduate

Thermal-fluid sciences, Heat and mass transfer, CFD and CAD, Evaporation, Machine Design

Avatar

Dapeng Wang

Undergraduate

Computational Fluid Dynamics, Numerical Method, Machine Learning & Deep Learning, Bio-inspired design, Robotic design & control

Avatar

Changying Wu

MSc Graduate

Solar Resourcing and Forecasting, Machine Learning

Avatar

Yifan Yang

MSc Graduate

Proton Exchange Membrane Fuel Cell, CFD modeling, Machine Learning

Avatar

Lihao Yuan

MSc Graduate

Solar Forecasting, Machine Learning, Corrosion of Metallic Material

Openings

 
 
 
 
 

Ph.D. Student

Department of Mechanical Engineering

Oct 2020 – Present PolyU
Students who are motivated to pursue a Ph.D. degree with a background in atmospheric science, deep learning, thermodynamics, heat and mass transfer or related fields are welcome to contact Dr. Li. Preference will be given to those students who obtained or are expected to obtain an M.S. degree and have publications in English. Students applying from mainland China may also wish to consult the 1point3acres forum and Muchong forum for more information about the program.
 
 
 
 
 

Research Assistant

Department of Mechanical Engineering

Oct 2020 – Present PolyU
Applicants who have a M.S. degree in Mechanical Engineering, Thermal Engineering, Atmospheric Science, Data Science or related fields are welcome to contact Dr. Li. Preference will be given to those who have publications in English and are familiar with numerical modeling in Python.
 
 
 
 
 

Postdoc Researcher

Department of Mechanical Engineering

Oct 2020 – Present PolyU
Applicants who have a Ph.D. degree in Mechanical Engineering, Thermal Engineering or related fields are welcome to contact Dr. Li. Preference will be given to those who have excellent publication records in the close fields.
 
 
 
 
 

MSc, Undergrads and More

Department of Mechanical Engineering

Oct 2020 – Present PolyU
Highly motivated undergraduate students are welcome to participate in our research via Student Assistant program or the URIS program. Currently enrolled M.S. students who are willing to do MSc dissertation are strongly encouraged to discuss potential research projects with Dr. Li. Visiting scholars are welcome to contact Dr. Li to discuss collaborating projects.

Contact