Estimating the short-term and long-term wind speeds: implementing hybrid models through coupling machine learning and linear time series models
Saeid Mehdizadeh, Ali Kozekalani Sales, Mir Jafar Sadegh Safari
Topics & Concepts
Mars Exploration ProgramWind speedAutoregressive–moving-average modelMultivariate adaptive regression splinesAutoregressive modelTerm (time)Time seriesMoving averageComputer scienceSeries (stratigraphy)Random forestMeteorologyMoving-average modelMachine learningStatisticsMathematicsRegression analysisNonparametric regressionGeographyAutoregressive integrated moving averageAstronomyBiologyPhysicsQuantum mechanicsPaleontologyEnergy Load and Power ForecastingWind Energy Research and DevelopmentWind and Air Flow Studies