Estimation of solar radiation over Turkey using artificial neural network and satellite data

O Şenkal, T Kuleli - Applied energy, 2009 - Elsevier
… This study introduces artificial neural networks (ANNs) for the estimation of solar radiation
in … These advantages force us to use the satellite data to estimate the global irradiation at …

Estimation of monthly average daily global solar irradiation using artificial neural networks

J Mubiru, E Banda - Solar energy, 2008 - Elsevier
artificial neural networks (ANN), which could be used to estimate monthly average daily
global solar irradiation … Direct applications of solar energy include solar drying and solar water …

Estimating global solar radiation using artificial neural network and air temperature data in a semi-arid environment

A Rahimikhoob - Renewable energy, 2010 - Elsevier
… The study demonstrated that modelling of daily global solar radiation is possible through
the use of ANN technique from easily available data. The comparison results indicated that, in …

Solar radiation estimation using artificial neural networks

ASS Dorvlo, JA Jervase, A Al-Lawati - Applied Energy, 2002 - Elsevier
… We aim to develop neural network based models for estimating solar radiation in those …
We have demonstrated the use of neural network methods in modeling solar radiation. Both the …

Estimation of hourly global photosynthetically active radiation using artificial neural network models

G Lopez, MA Rubio, M Martınez, FJ Batlles - Agricultural and forest …, 2001 - Elsevier
… The unavailability of measurements of global solar radiation … PAR and global solar radiation
can preclude the estimation of … For the model that uses global irradiance and solar zenith …

Artificial neural network based daily local forecasting for global solar radiation

B Amrouche, X Le Pivert - Applied energy, 2014 - Elsevier
… -based method presented in this study can estimate daily GHI with satisfactory accuracy. …
the global horizontal solar irradiation at the surface. The main originality of this model is the use

Comparison of regression and artificial neural network models for estimation of global solar radiations

R Kumar, RK Aggarwal, JD Sharma - Renewable and Sustainable Energy …, 2015 - Elsevier
applications software has been developed to handle practical problems. Artificial neural
networks have applications in … for the estimation of global solar radiation, artificial neural network

Artificial neural network model based on interrelationship of direct, diffuse and global solar radiations

ND Kaushika, RK Tomar, SC Kaushik - Solar Energy, 2014 - Elsevier
… There are various applications (eg building heat transfer … and global solar radiation) and
their simultaneous estimation … an artificial neural network model for the estimation of global, …

Generation of synthetic daily global solar radiation data based on ERA-Interim reanalysis and artificial neural networks

A Linares-Rodríguez, JA Ruiz-Arias, D Pozo-Vázquez… - Energy, 2011 - Elsevier
… the reanalysis data as an alternative to the use of satellite imagery. The model was validated
… A first result, as shown in Table 1, was that the estimation of global solar radiation performs …

Artificial neural network optimisation for monthly average daily global solar radiation prediction

EF Alsina, M Bortolini, M Gamberi… - Energy conversion and …, 2016 - Elsevier
application to find relationships among the solar radiation … to estimate the Monthly Average
Daily Global Solar Radiation (… on the application of ANNs to estimate solar radiation. In …