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Short-term multi-step wind power forecasting based on spatio-temporal correlations and transformer neural networks

Shilin Sun, Yuekai Liu, Qi Li, Tianyang Wang, Fulei Chu

2023Energy Conversion and Management188 citationsDOI

Topics & Concepts

Wind powerWind power forecastingComputer scienceArtificial neural networkTransformerReliability (semiconductor)Wind speedElectric power systemData miningReliability engineeringArtificial intelligencePower (physics)VoltageEngineeringMeteorologyPhysicsQuantum mechanicsElectrical engineeringEnergy Load and Power ForecastingElectric Power System OptimizationSolar Radiation and Photovoltaics
Short-term multi-step wind power forecasting based on spatio-temporal correlations and transformer neural networks | Litcius