Yong Zhou

Comparison of support vector machine and copula-based nonlinear quantile regression for estimating the daily diffuse solar radiation: A case study in China

Yanfeng Liu, Yong Zhou, Yaowen Chen et al. · Renewable Energy · 2019 · 96 citations

Meteorology, Support Vector Machine, Environmental Monitoring +6

Experimental Study on the Effect of Dust Deposition on Photovoltaic Panels

Yingya Chen, Yanfeng Liu, Zhijun Tian et al. · Energy Procedia · 2019 · 94 citations · Full text

Engineering, Energy Efficiency, Energy Conversion +18

Classification of solar radiation zones and general models for estimating the daily global solar radiation on horizontal surfaces in China

Yanfeng Liu, Yong Zhou, Dengjia Wang et al. · Energy Conversion and Management · 2017 · 83 citations

Engineering, Atmospheric Science, Remote Sensing +7

A novel combined multi-task learning and Gaussian process regression model for the prediction of multi-timescale and multi-component of solar radiation

Yong Zhou, Yanfeng Liu, Dengjia Wang et al. · Journal of Cleaner Production · 2020 · 78 citations

Engineering, Machine Learning, Data Science +8

Comparison of machine-learning models for predicting short-term building heating load using operational parameters

Yong Zhou, Yanfeng Liu, Dengjia Wang et al. · Energy and Buildings · 2021 · 77 citations

Machine-learning Models, Engineering, Machine Learning +12