The potential of different artificial neural network (ANN) techniques in daily global solar radiation modeling based on meteorological data

[1]  R. Swartman,et al.  Solar radiation estimates from common parameters , 1967 .

[2]  D. K. Butt.  Solar and Terrestrial Radiation , 1978 .

[3]  G. Lewis,et al.  Estimates of irradiance over Zimbabwe , 1983 .

[4]  A correlation for estimating wind ventilation , 1985 .

[5]  V. Bahel,et al.  A correlation for estimation of global solar radiation , 1987 .

[6]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .

[7]  B. Akinoglu,et al.  Construction of a quadratic model using modified Ångstrom coefficients to estimate global solar radiation , 1990 .

[8]  M. Collares-Pereira,et al.  TAG: A time-dependent, autoregressive, Gaussian model for generating synthetic hourly radiation , 1992 .

[9]  Heekuck Oh,et al.  Neural Networks for Pattern Recognition , 1993, Adv. Comput..

[10]  Yousef A.G. Abdalla,et al.  New Correlations of Global Solar Radiation with Meteorological Parameters for Bahrain , 1994 .

[11]  G. Hoogenboom,et al.  Development of a neural network model to predict daily solar radiation , 1994 .

[12]  Christopher M. Bishop,et al.  Neural networks for pattern recognition , 1995 .

[13]  Duc Truong Pham,et al.  Neural Networks for Identification, Prediction and Control , 1995 .

[14]  Shafiqur Rehman,et al.  SOLAR RADIATION OVER SAUDI ARABIA AND COMPARISONS WITH EMPIRICAL MODELS , 1998 .

[15]  Saleh M. Al-Alawi,et al.  An ANN-based approach for predicting global radiation in locations with no direct measurement instrumentation , 1998 .

[16]  Mohamed Mohandes,et al.  Estimation of global solar radiation using artificial neural networks , 1998 .

[17]  I. T. Toğrul,et al.  A study for estimating solar radiation in Elaziğ using geographical and meteorological data , 1999 .

[18]  Mohamed Mohandes,et al.  USE OF RADIAL BASIS FUNCTIONS FOR ESTIMATING MONTHLY MEAN DAILY SOLAR RADIATION , 2000 .

[19]  Jorge Aguilera,et al.  Recurrent Neural Supervised Models for Generating Solar Radiation Synthetic Series , 2001, J. Intell. Robotic Syst..

[20]  Jorge Aguilera,et al.  Generation of hourly irradiation synthetic series using the neural network multilayer perceptron , 2002 .

[21]  Toshio Koike,et al.  ESTIMATING SURFACE SOLAR RADIATION FROM UPPER-AIR HUMIDITY , 2002 .

[22]  Shafiqur Rehman,et al.  Application of neural networks for the prediction of hourly mean surface temperatures in Saudi Arabia , 2002 .

[23]  Javier Almorox,et al.  Global solar radiation estimation using sunshine duration in Spain , 2004 .

[24]  E. Arcaklioğlu,et al.  Use of artificial neural networks for mapping of solar potential in Turkey , 2004 .

[25]  Adnan Sözen,et al.  Forecasting based on neural network approach of solar potential in Turkey , 2005 .

[26]  F. S. Tymvios,et al.  Comparative study of Ångström's and artificial neural networks' methodologies in estimating global solar radiation , 2005 .

[27]  Duc Truong Pham,et al.  APPLICATION OF THE BEES ALGORITHM TO THE TRAINING OF RADIAL BASIS FUNCTION NETWORKS FOR CONTROL CHART PATTERN RECOGNITION , 2006 .

[28]  Duc Truong Pham,et al.  OPTIMIZATION OF THE WEIGHTS OF MULTI-LAYERED PERCEPTIONS USING THE BEES ALGORITHM , 2006 .

[29]  A. Angstrom.  Solar and terrestrial radiation. Report to the international commission for solar research on actinometric investigations of solar and atmospheric radiation , 2007 .

[30]  J. Mubiru,et al.  Estimation of monthly average daily global solar irradiation using artificial neural networks , 2008 .

[31]  S. Rehman,et al.  Artificial neural network estimation of global solar radiation using air temperature and relative humidity , 2008 .

[32]  Gabriel López,et al.  Daily solar irradiation estimation over a mountainous area using artificial neural networks , 2008 .

[33]  Ali Azadeh,et al.  An integrated artificial neural networks approach for predicting global radiation , 2009 .

[34]  Ahmet Serdar Yilmaz,et al.  Pitch angle control in wind turbines above the rated wind speed by multi-layer perceptron and radial basis function neural networks , 2009, Expert Syst. Appl..

[35]  S. M. Robaa,et al.  Validation of the existing models for estimating global solar radiation over Egypt , 2009 .

[36]  J. C. Martínez-García,et al.  Correlation between global solar irradiation and air temperature in Asturias, Spain , 2009 .

[37]  K. Bakirci.  Correlations for estimation of daily global solar radiation with hours of bright sunshine in Turkey , 2009 .