Prediction of global solar irradiance based on time series analysis: Application to solar thermal power plants energy production planning

作者: Luis Martín , Luis F. Zarzalejo , Jesús Polo , Ana Navarro , Ruth Marchante

DOI: 10.1016/J.SOLENER.2010.07.002

关键词:

摘要: … This work presents a comparisons of statistical models based on time series applied to predict half daily values of global solar irradiance with a temporal horizon of 3 days. Half daily …

参考文章(18)
Martin Cohen, Semi-Annual Status Report ,(1998)
J.A. Ruiz-Arias, V.L. Fanego, C. Kurz, J. Remund, E. Lorenz, L. Ramirez, S.C. Müller, L.M. Pomares, D. Pozo, W. Traunmüller, M.G. Romeo, C. Guerrero, G. Steinmaurer, Benchmarking of different approaches to forecast solar irradiance world conference on photovoltaic energy conversion. pp. 4199- 4208 ,(2009) , 10.4229/24THEUPVSEC2009-5BV.2.50
Annette Hammer, Detlev Heinemann, Carsten Hoyer, Elke Lorenz, Satellite Based Short-Term Forecasting of Solar Irradiance-Comparison of Methods and Error Analysis Proc.EUMETSAT Meteorological Staellite Data Users Conf. ,(2001)
Richard Perez, Kathleen Moore, Steve Wilcox, David Renné, Antoine Zelenka, Forecasting solar radiation – Preliminary evaluation of an approach based upon the national forecast database Solar Energy. ,vol. 81, pp. 809- 812 ,(2007) , 10.1016/J.SOLENER.2006.09.009
Konstantinos D. Patlitzianas, Konstantinos Ntotas, Haris Doukas, John Psarras, Assessing the renewable energy producers’ environment in EU accession member states Energy Conversion and Management. ,vol. 48, pp. 890- 897 ,(2007) , 10.1016/J.ENCONMAN.2006.08.014
S. Safi, A. Zeroual, M. Hassani, Prediction of global daily solar radiation using higher order statistics Renewable Energy. ,vol. 27, pp. 647- 666 ,(2002) , 10.1016/S0960-1481(01)00153-7
Y KEMMOKU, S ORITA, S NAKAGAWA, T SAKAKIBARA, DAILY INSOLATION FORECASTING USING A MULTI-STAGE NEURAL NETWORK Solar Energy. ,vol. 66, pp. 193- 199 ,(1999) , 10.1016/S0038-092X(99)00017-1
A. Hammer, D. Heinemann, E. Lorenz, B. Lückehe, Short-term forecasting of solar radiation: a statistical approach using satellite data Solar Energy. ,vol. 67, pp. 139- 150 ,(1999) , 10.1016/S0038-092X(00)00038-4
T. Nejat Veziroglu, 21st Century's Energy: Hydrogen Energy System NATO Science for Peace and Security Series C: Environmental Security. ,vol. 49, pp. 9- 31 ,(2008) , 10.1007/978-1-4020-6442-5_2