Solar radiation prediction using Artificial Neural Network techniques: A review

AK Yadav, SS Chandel - Renewable and sustainable energy reviews, 2014 - Elsevier
Solar radiation data plays an important role in solar energy research. These data are not
available for location of interest due to absence of a meteorological station. Therefore, the …

Solar energy in progress and future research trends

Z Şen - Progress in energy and combustion science, 2004 - Elsevier
Extensive fossil fuel consumption in almost all human activities led to some undesirable
phenomena such as atmospheric and environmental pollutions, which have not been …

Improving estimation of hourly, daily, and monthly solar radiation by importing global data sets

K Yang, T Koike, B Ye - Agricultural and Forest Meteorology, 2006 - Elsevier
Surface solar radiation is an important parameter in hydrological models and crop yield
models. This study developed a model to estimate solar radiation from sunshine duration …

A hybrid model for estimating global solar radiation

K Yang, GW Huang, N Tamai - Solar energy, 2001 - Elsevier
In view of the site-dependence of Ångström correlation, this study developed a hybrid model
to estimate global radiation H. Unlike Ångström correlation H=(α+ βS/S0) H0, this model …

Assessing the potential of random forest method for estimating solar radiation using air pollution index

H Sun, D Gui, B Yan, Y Liu, W Liao, Y Zhu, C Lu… - Energy Conversion and …, 2016 - Elsevier
Simulations of solar radiation have become increasingly common in recent years because of
the rapid global development and deployment of solar energy technologies. The effect of air …

Quality control and estimation of global solar radiation in China

W Tang, K Yang, J He, J Qin - Solar energy, 2010 - Elsevier
Measurements of surface radiation in China are too sparse to meet demand for scientific
research and engineering applications. Moreover, the radiation data often include …

Prediction and comparison of solar radiation using improved empirical models and Adaptive Neuro-Fuzzy Inference Systems

L Zou, L Wang, L Xia, A Lin, B Hu, H Zhu - Renewable energy, 2017 - Elsevier
Solar radiation plays an important role in climate change, energy balance and energy
applications. In this work, an Adaptive Neuro-Fuzzy Inference Systems (ANFIS) is proposed …

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 …

Is cassava yield affected by inverting tillage, chiseling or additional compaction of no-till sandy-loam soil?

JM Reichert, E Fontanela, GO Awe… - Revista Brasileira de …, 2021 - SciELO Brasil
Defining a suitable soil tillage option that provides adequate soil physical conditions for
optimum cassava (Manihot esculenta Crantz) productivity has not been adequately …

A general model to estimate hourly and daily solar radiation for hydrological studies

K Yang, T Koike - Water Resources Research, 2005 - Wiley Online Library
As an important input for hydrological models and snowmelting models, surface solar
radiation can be estimated from sunshine duration by the Ångström‐Prescott model. This …