Estimating the short-term and long-term wind speeds: implementing hybrid models through coupling machine learning and linear time series models

Abstract

Wind speed data are of particular importance in the design and management of wind power projects. In the current study, three types of linear time series models including autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) w