Stochastic models for wind speed forecasting

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43 Citazioni (Scopus)

Abstract

This paper is concerned with the problem of developing a general class of stochastic models for hourlyaverage wind speed time series. The proposed approach has been applied to the time series recorded during4 years in two sites of Sicily, a region of Italy, and it has attained valuable results in terms both ofmodelling and forecasting. Moreover, the 24 h predictions obtained employing only 1-month time seriesare quite similar to those provided by a feed-forward artificial neural network trained on 2 years data.
Lingua originaleEnglish
pagine (da-a)1157-1165
Numero di pagine9
RivistaEnergy Conversion and Management
Volume52
Stato di pubblicazionePublished - 2011

All Science Journal Classification (ASJC) codes

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  • ???subjectarea.asjc.2100.2104???
  • ???subjectarea.asjc.2100.2103???
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