Modeling hourly diffuse solar-radiation in the city of São Paulo using a neural-network technique
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Marija Zlata Boznar | Primoz Mlakar | Amauri Pereira de Oliveira | Jacyra Soares | J. Soares | A. Oliveira | M. Boznar | P. Mlakar | J. Escobedo | A. J. Machado | João Francisco Escobedo | Antonio Jefferson S. Machado | M. Božnar
[1] A. Rabl,et al. The average distribution of solar radiation-correlations between diffuse and hemispherical and between daily and hourly insolation values , 1979 .
[2] J. Soares,et al. Modeling surface energy fluxes for Iperó, SP, Brazil: an approach using numerical inversion , 2002 .
[3] Athanasios Sfetsos,et al. Univariate and multivariate forecasting of hourly solar radiation with artificial intelligence techniques , 2000 .
[4] F. J. Newland,et al. A study of solar radiation models for the coastal region of South China , 1989 .
[5] Marija Zlata Božnar,et al. Improvement of Air Pollution Forecasting Models Using Feature Determination and Pattern Selection Strategies , 1998 .
[6] A. Oliveira,et al. A new shadow-ring device for measuring diffuse solar radiation at the surface , 2002 .
[7] S. Anderson,et al. A New Look at Calibration and Use of Eppley Precision Infrared Radiometers. Part II: Calibration and Use of the Woods Hole Oceanographic Institution Improved Meteorology Precision Infrared Radiometer* , 1999 .
[8] C. T. Nguyen,et al. Calculation of monthly average global solar radiation on horizontal surfaces using daily hours of bright sunshine , 1993 .
[9] R. J. Stone. Improved statistical procedure for the evaluation of solar radiation estimation models , 1993 .
[10] L. Hadjioannou,et al. On the diffuse fraction of daily and monthly global radiation for the island of Cyprus , 1996 .
[11] M. Boznar,et al. Perceptron neural network-based model predicts air pollution , 1997, Proceedings Intelligent Information Systems. IIS'97.
[12] J. Duffie,et al. Estimation of the diffuse radiation fraction for hourly, daily and monthly-average global radiation , 1982 .
[13] C.C.Y. Ma,et al. Statistical comparison of solar radiation correlations Monthly average global and diffuse radiation on horizontal surfaces , 1983 .
[14] Kurt Hornik,et al. Approximation capabilities of multilayer feedforward networks , 1991, Neural Networks.
[15] M. Iqbal. An introduction to solar radiation , 1983 .
[16] James L. McClelland,et al. Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .
[17] Josep Calbó,et al. INFLUENCE OF THE GLOBAL RADIATION VARIABILITY ON THE HOURLY DIFFUSE FRACTION CORRELATIONS , 1999 .
[18] P. Mlakar. Determination of features for air pollution forecasting models , 1997, Proceedings Intelligent Information Systems. IIS'97.
[19] Inge Dirmhirn,et al. Strengths and limitations of the Liu and Jordan model to determine diffuse from global irradiance , 1983 .
[20] A. Soler,et al. Dependence on latitude of the relation between the diffuse fraction of solar radiation and the ratio of global-to-extraterrestrial radiation for monthly average daily values , 1990 .
[21] V. V. Satyamurty,et al. Estimation of symmetric and asymmetric hourly global and diffuse radiation from daily values , 1992 .
[22] Francisco J. Batlles,et al. Estimation of hourly global photosynthetically active radiation using artificial neural network models , 2001 .
[23] Amauri Pereira de Oliveira,et al. Correlation models of diffuse solar-radiation applied to the city of São Paulo, Brazil , 2002 .
[24] E. F. Bradley,et al. A New Look at Calibration and Use of Eppley Precision Infrared Radiometers. Part I: Theory and Application , 1998 .
[25] A. J. Machado,et al. Diurnal evolution of solar radiation at the surface in the city of São Paulo: seasonal variation and modeling , 2002 .
[26] Robert J. Schalkoff,et al. Pattern recognition - statistical, structural and neural approaches , 1991 .
[27] M. W Gardner,et al. Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences , 1998 .
[28] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .
[29] I. Reda,et al. Pyrgeometer calibration at the National Renewable Energy Laboratory (NREL) , 2002 .
[30] Benjamin Y. H. Liu,et al. The interrelationship and characteristic distribution of direct, diffuse and total solar radiation , 1960 .