[HTML][HTML] Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China

J Fan, L Wu, F Zhang, H Cai, W Zeng, X Wang… - … and Sustainable Energy …, 2019 - Elsevier
Accurate estimation of global solar radiation (R s) is essential to the design and assessment
of solar energy utilization systems. Existing empirical and machine learning models for …

Empirical models for estimating monthly global solar radiation: A most comprehensive review and comparative case study in China

JL Chen, L He, H Yang, M Ma, Q Chen, SJ Wu… - … and Sustainable Energy …, 2019 - Elsevier
Global solar radiation is a core component of scientific research and engineering application
across a broad spectrum. However, its measurement is limited by a small number of stations …

Artificial neural network based daily local forecasting for global solar radiation

B Amrouche, X Le Pivert - Applied energy, 2014 - Elsevier
When a part of the power is generated by grid connected photovoltaic installations, an
effective global solar irradiation (GSI) forecasting tool becomes a must to ensure the quality …

Assessing the potential of support vector machine for estimating daily solar radiation using sunshine duration

JL Chen, GS Li, SJ Wu - Energy conversion and management, 2013 - Elsevier
Estimation of solar radiation from sunshine duration offers an important alternative in the
absence of measured solar radiation. However, due to the dynamic nature of atmosphere …

A comparative study of ordinary and residual kriging techniques for map** global solar radiation over southern Spain

H Alsamamra, JA Ruiz-Arias, D Pozo-Vázquez… - Agricultural and Forest …, 2009 - Elsevier
This study presents a comparative analysis of the ordinary and residual kriging methods for
map**, on a 1km× 1km grid size, the monthly mean of global solar radiation at the surface …

Comparison of deterministic and data-driven models for solar radiation estimation in China

W Qin, L Wang, A Lin, M Zhang, X **a, B Hu… - … and Sustainable Energy …, 2018 - Elsevier
Solar radiation is an indispensable input for many applications, contributing to different
fields, including energy, meteorology, ecology, agriculture and industry. A lot of …

Daily solar radiation estimation in Belleville station, Illinois, using ensemble artificial intelligence approaches

FS Geshnigani, MR Golabi, R Mirabbasi… - … Applications of Artificial …, 2023 - Elsevier
Accurate estimating the solar radiation (SR) in a region is an essential issue in hydrological
studies, energy engineering, architecture, and agricultural planning. In the current study, the …

Solar radiation estimation using sunshine hour and air pollution index in China

N Zhao, X Zeng, S Han - Energy conversion and management, 2013 - Elsevier
Angström–Prescott (A–P) equation is the most widely used empirical relationship to estimate
global solar radiation from sunshine hours. A new approach based on Air Pollution Index …

Sunshine-based estimation of global solar radiation on horizontal surface at Lake Van region (Turkey)

H Duzen, H Aydin - Energy Conversion and Management, 2012 - Elsevier
In this study several sunshine-based regression models have been evaluated to estimate
monthly average daily global solar radiation on horizontal surface of Lake Van region in the …

A review of the estimation of downward surface shortwave radiation based on satellite data: Methods, progress and problems

H Letu, J Shi, M Li, T Wang, H Shang, Y Lei, D Ji… - Science China Earth …, 2020 - Springer
The estimation of downward surface shortwave radiation (DSSR) is important for the Earth's
energy budget and climate change studies. This review was organised from the …