Title :
Analysis and modeling of wind directions time series
Author :
Basile, Salvatore ; Burlon, Riccardo ; Gurrera, Davide
Author_Institution :
Dipt. Energia, Ing. dell´Inf. e Modelli Matematici, Univ. degli Studi di Palermo, Palermo, Italy
Abstract :
This work aims at studying some aspects of wind directions in Italy and supplying appropriate models. A comparison is presented between independent mixture and Hidden Markov models, which seem to be appropriate as far as the series we studied.
Keywords :
hidden Markov models; mixture models; time series; wind power; Hidden Markov models; Italy; independent mixture models; wind direction time series; Analytical models; Atmospheric modeling; Data models; Hidden Markov models; Markov processes; Time series analysis; Wind speed; directional data; wind direction time series;
Conference_Titel :
Renewable Energy Research and Applications (ICRERA), 2013 International Conference on
Conference_Location :
Madrid
DOI :
10.1109/ICRERA.2013.6749932
