Stochastic models for wind speed forecasting

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43 Citations (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.
Original languageEnglish
Pages (from-to)1157-1165
Number of pages9
JournalEnergy Conversion and Management
Volume52
Publication statusPublished - 2011

All Science Journal Classification (ASJC) codes

  • Renewable Energy, Sustainability and the Environment
  • Nuclear Energy and Engineering
  • Fuel Technology
  • Energy Engineering and Power Technology

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