6533b7ddfe1ef96bd1275842

RESEARCH PRODUCT

Wind Speed Forecasting

Giovanni BonannoRiccardo BurlonDavide Gurrera

subject

arima forecasting weatherSettore FIS/03 - Fisica Della Materia

description

This paper aims at providing a general class of stochastic models for hourly average wind speed time series taking into account all the main features of wind speed data, namely autocorrelation, non-Gaussian distribution, seasonal and diurnal nonstationarity. It will be shown that the methodology developed in this study, tested using the data recorded in two sites of Italy, attains valuable results in terms both of modelling and forecasting.

yearjournalcountryeditionlanguage
2009-01-01
http://hdl.handle.net/10447/51185