Dong, Zibo; Yang, Dazhi; Reindl, Thomas; Walsh, Wilfred M. - In: Energy 82 (2015) C, pp. 570-577
We forecast hourly solar irradiance time series using a novel hybrid model based on SOM (self-organizing maps), SVR (support vector regression) and PSO (particle swarm optimization). In order to solve the noise and stationarity problems in the statistical time series forecasting modelling...