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Short-term wind speed forecasting over complex terrain using linear regression models and multivariable LSTM and NARX networks in the Andes Mountains, Ecuador

Germánico López, Pablo Arboleyá

2021Renewable Energy107 citationsDOI

Topics & Concepts

TerrainWind speedAutoregressive modelNonlinear autoregressive exogenous modelArtificial neural networkMultivariable calculusMean squared errorPearson product-moment correlation coefficientMean absolute percentage errorComputer scienceCorrelation coefficientWind powerRecurrent neural networkLinear regressionTerm (time)RegressionStatisticsMeteorologyArtificial intelligenceMathematicsMachine learningEngineeringGeographyControl engineeringElectrical engineeringQuantum mechanicsCartographyPhysicsEnergy Load and Power ForecastingWind Energy Research and DevelopmentSolar Radiation and Photovoltaics
Short-term wind speed forecasting over complex terrain using linear regression models and multivariable LSTM and NARX networks in the Andes Mountains, Ecuador | Litcius