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Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables

Pablo-Andrés Buestán-Andrade, Matilde Santos, J. Enrique Sierra‐García, Juan Pablo Pazmiño Piedra

2023Lecture notes in networks and systems24 citationsDOI

Topics & Concepts

TransformerArtificial neural networkTurbineRenewable energyComputer scienceWind powerArchitectureWind speedArtificial intelligenceMachine learningEngineeringElectrical engineeringMeteorologyMechanical engineeringVoltageArtPhysicsVisual artsEnergy Load and Power ForecastingWind Energy Research and DevelopmentSolar Radiation and Photovoltaics