Estimation and Mapping of Solar Irradiance for Korea by Using COMS MI Satellite Images and an Artificial Neural Network Model

Modelling Hourly Global Horizontal Irradiance from Satellite-Derived Datasets and Climate Variables as New Inputs with Artificial Neural Networks

(2019) Bikhtiyar Ameen et al.   Energies

Modeling of solar energy systems using artificial neural network: A comprehensive review

(2019) Ammar H. Elsheikh et al.   SOLAR ENERGY

Satellite-based Cloudiness and Solar Energy Potential in Texas and Surrounding Regions

(2019) Shuang Xia et al.   Remote Sensing

A new algorithm using a pyramid dataset for calculating shadowing in solar potential mapping

(2018) Myeongchan Oh et al.   RENEWABLE ENERGY

Modeling water vapor impacts on the solar irradiance reaching the receiver of a solar tower plant by means of artificial neural networks

(2018) Gabriel López et al.   SOLAR ENERGY

Interpolating and Estimating Horizontal Diffuse Solar Irradiation to Provide UK-Wide Coverage: Selection of the Best Performing Models

(2017) Diane Palmer et al.   Energies

Mapping and Estimation of Monthly Global Solar Irradiation in Different Zones in Souss-Massa Area, Morocco, Using Artificial Neural Networks

(2017) O. Nait Mensour et al.   INTERNATIONAL JOURNAL OF PHOTOENERGY

Spatiotemporal interpolation and forecast of irradiance data using Kriging

(2017) Mohammad Jamaly et al.   SOLAR ENERGY

Analysis of solar radiation on the surface estimated from GWNU solar radiation model with temporal resolution of satellite cloud fraction

(2016) Il-Sung Zo et al.   Asia-Pacific Journal of Atmospheric Sciences

Solar Radiation Received by Slopes Using COMS Imagery, a Physically Based Radiation Model, and GLOBE

(2016) Jong-Min Yeom et al.   Journal of Sensors

The use of a sky camera for solar radiation estimation based on digital image processing

(2015) J. Alonso-Montesinos et al.   ENERGY

Solar irradiance forecasting at one-minute intervals for different sky conditions using sky camera images

(2015) J. Alonso-Montesinos et al.   ENERGY CONVERSION AND MANAGEMENT

An advanced ANN-based method to estimate hourly solar radiation from multi-spectral MSG imagery

(2015) S. Quesada-Ruiz et al.   SOLAR ENERGY

Development of GWNU (Gangneung-Wonju National University) one-layer transfer model for calculation of solar radiation distribution of the Korean peninsula

(2014) Il-Sung Zo et al.   Asia-Pacific Journal of Atmospheric Sciences

Mapping of the Solar Irradiance in the UAE Using Advanced Artificial Neural Network Ensemble

(2014) Mohammad H. Alobaidi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An artificial neural network ensemble model for estimating global solar radiation from Meteosat satellite images

(2013) Alvaro Linares-Rodriguez et al.   ENERGY

Solar irradiance forecasting using spatial-temporal covariance structures and time-forward kriging

(2013) Dazhi Yang et al.   RENEWABLE ENERGY

Hybrid solar forecasting method uses satellite imaging and ground telemetry as inputs to ANNs

(2013) Ricardo Marquez et al.   SOLAR ENERGY

Artificial neural network based model for retrieval of the direct normal, diffuse horizontal and global horizontal irradiances using SEVIRI images

(2013) Yehia Eissa et al.   SOLAR ENERGY

Evaluation on penetration rate of cloud for incoming solar radiation using geostationary satellite data

(2012) Jong-Min Yeom et al.   Asia-Pacific Journal of Atmospheric Sciences

Short-Term Solar Irradiance Forecasting Model Based on Artificial Neural Network Using Statistical Feature Parameters

(2012) Fei Wang et al.   Energies

Assessment and recalibration of the Heliosat-2 method in global horizontal irradiance modeling over the desert environment of the UAE

(2012) Yehia Eissa et al.   SOLAR ENERGY

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

(2011) Alvaro Linares-Rodríguez et al.   ENERGY

Forecasting of global and direct solar irradiance using stochastic learning methods, ground experiments and the NWS database

(2011) Ricardo Marquez et al.   SOLAR ENERGY

Improved estimation of surface solar insolation using a neural network and MTSAT-1R data

(2010) Jong-Min Yeom et al.   COMPUTERS & GEOSCIENCES

Improving the spatio-temporal distribution of surface solar radiation data by merging ground and satellite measurements

(2010) Michel Journée et al.   REMOTE SENSING OF ENVIRONMENT

How many hidden layers and nodes?

(2009) D. Stathakis   INTERNATIONAL JOURNAL OF REMOTE SENSING