Mengying Li

Assistant Professor at The Hong Kong Polytechnic University

Research Expertise

Electrical and Electronic Engineering
Instrumentation
Renewable Energy, Sustainability and the Environment
Computer Science Applications
Control and Systems Engineering
Energy Engineering and Power Technology
Fuel Technology
Nuclear Energy and Engineering
Fluid Flow and Transfer Processes
Mechanical Engineering
Condensed Matter Physics
Spectroscopy
Atomic and Molecular Physics, and Optics
Radiation
Geochemistry and Petrology
Physical and Theoretical Chemistry
Pollution
Building and Construction
Industrial and Manufacturing Engineering
Civil and Structural Engineering
Electrochemistry
Analytical Chemistry
Control and Optimization

About

Mengying Li is an Assistant Professor at The Hong Kong Polytechnic University. She received her Ph.D. in Mechanical Engineering from University of California, San Diego in 2018. Her research interests include predictive modeling, design optimization, and machine learning. She is also an expert in passive cooling devices.

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Publications

Paint With the Sun: A Thermal-Vision Guided Robot to Harness Solar Energy for Heliography
IEEE Sensors Journal
2022
Estimation of high-resolution solar irradiance data using optimized semi-empirical satellite method and GOES-16 imagery
Solar Energy
2022
On Radiation-Based Thermal Servoing: New Models, Controls, and Experiments
IEEE Transactions on Robotics
2022
Improved turbidity estimation from local meteorological data for solar resourcing and forecasting applications
Renewable Energy
2022
A network of sky imagers for spatial solar irradiance assessment
Renewable Energy
2022
Multi-objective bi-level quantity regulation scheduling method for electric-thermal integrated energy system considering thermal and hydraulic transient characteristics
Energy Conversion and Management
2022
A time of transition: Stories from starting a new research program in 2020
iScience
2021
Intra-hour irradiance forecasting techniques for solar power integration: A review
iScience
2021
Spectral solar irradiance on inclined surfaces: A fast Monte Carlo approach
Journal of Renewable and Sustainable Energy
2020
SCOPE: Spectral cloud optical property estimation using real-time GOES-R longwave imagery
Journal of Renewable and Sustainable Energy
2020
Anisotropic corrections for the downwelling radiative heat transfer flux from various types of aerosols
International Journal of Heat and Mass Transfer
2019
Radiative cooling resource maps for the contiguous United States
Journal of Renewable and Sustainable Energy
2019
On the effective spectral emissivity of clear skies and the radiative cooling potential of selectively designed materials
International Journal of Heat and Mass Transfer
2019
EFFICIENT MODEL FOR EVALUATION OF SPECTRAL AND VERTICAL DISTRIBUTIONS OF ATMOSPHERIC LONGWAVE RADIATION
International Heat Transfer Conference 16
2018
Spectral model for clear sky atmospheric longwave radiation
Journal of Quantitative Spectroscopy and Radiative Transfer
2018
On the determination of atmospheric longwave irradiance under all-sky conditions
Solar Energy
2017
Quantitative evaluation of the impact of cloud transmittance and cloud velocity on the accuracy of short-term DNI forecasts
Renewable Energy
2016
Sun-tracking imaging system for intra-hour DNI forecasts
Renewable Energy
2016
Analysis of Hydraulic Fracturing and Reservoir Performance in Enhanced Geothermal Systems
Journal of Energy Resources Technology
2015
Capacitive charging and desalination dynamics of a packed-bed reactor
Physical Chemistry Chemical Physics
2015
Energy analysis for guiding the design of well systems of deep Enhanced Geothermal Systems
Energy
2015
Range of Validity of a Simplified Model for Diffuse Charge Dynamics
Electroanalysis
2015
Real-time forecasting of solar irradiance ramps with smart image processing
Solar Energy
2015
Real-time prediction intervals for intra-hour DNI forecasts
Renewable Energy
2015
Comparative Analysis of Power Plant Options for Enhanced Geothermal Systems (EGS)
Energies
2014

Education

University of California, San Diego

Ph.D., Mechanical Engineering / July, 2018

San Diego, California, United States of America

Experience

The Hong Kong Polytechnic University

Assistant Professor / October, 2020Present

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