Tailored vs black-box models for forecasting hourly average solar irradiance
暂无分享,去创建一个
[1] T. Bollerslev,et al. Generalized autoregressive conditional heteroskedasticity , 1986 .
[2] Jianqing Fan,et al. Statistical Estimation in Varying-Coefficient Models , 1999 .
[3] Timo Teräsvirta,et al. Modelling nonlinear economic time series , 2010 .
[4] Gordon Reikard. Predicting solar radiation at high resolutions: A comparison of time series forecasts , 2009 .
[5] P. McCullagh,et al. Generalized Linear Models , 1984 .
[6] R. Engle. Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation , 1982 .
[7] D. Harville. Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems , 1977 .
[8] T. McMahon,et al. Updated world map of the Köppen-Geiger climate classification , 2007 .
[9] Viorel Badescu,et al. New approach to measure the stability of the solar radiative regime , 2011 .
[10] M. David,et al. Solar irradiation forecasting: state-of-the-art and proposition for future developments for small-scale insular grids , 2012 .
[11] Richard A. Davis,et al. Time Series: Theory and Methods , 2013 .
[12] A. Mellit,et al. A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy , 2010 .
[13] Thomas T. Warner,et al. Numerical Weather and Climate Prediction , 2011 .
[14] James O. Ramsay,et al. Functional Data Analysis , 2005 .
[15] R. Tibshirani,et al. Varying‐Coefficient Models , 1993 .
[16] James D. Hamilton. Analysis of time series subject to changes in regime , 1990 .
[17] A. J. Biga,et al. Contribution to the study of the solar radiation climate of Lisbon , 1979 .
[18] G. Kitagawa. Smoothness priors analysis of time series , 1996 .
[19] B. Rudolf,et al. World Map of the Köppen-Geiger climate classification updated , 2006 .
[20] Lewis F. Richardson,et al. Weather Prediction by Numerical Process , 1922 .
[21] R. Pielke. Mesoscale Meteorological Modeling , 1984 .
[22] Mariko Kumamoto,et al. TECO-2012 : WMO Technical Conference on Meteorological and Environmental Instruments and Methods of Observation, Brussels, Belgium, 16-18 October 2012 , 2014 .
[23] A. Harvey. Time series models , 1983 .
[24] S. Wood. Generalized Additive Models: An Introduction with R , 2006 .
[25] Viorel Badescu,et al. The potential of the local administration as driving force for the implementation of the National PV systems Strategy in Romania , 2012 .
[26] R. Rigby,et al. Generalized additive models for location, scale and shape , 2005 .
[27] Marius Paulescu,et al. Nowcasting solar irradiance using the sunshine number , 2014 .
[28] Viorel Badescu,et al. A new kind of cloudy sky model to compute instantaneous values of diffuse and global solar irradiance , 2002 .
[29] James D. Hamilton. A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle , 1989 .