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[HTML][HTML] Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China
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 …
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 …
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 …
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 …
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
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 …
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
Solar radiation is an indispensable input for many applications, contributing to different
fields, including energy, meteorology, ecology, agriculture and industry. A lot of …
fields, including energy, meteorology, ecology, agriculture and industry. A lot of …
Daily solar radiation estimation in Belleville station, Illinois, using ensemble artificial intelligence approaches
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 …
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 …
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)
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 …
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
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 …
energy budget and climate change studies. This review was organised from the …