Minutely multi-step irradiance forecasting based on all-sky images using LSTM-InformerStack hybrid model with dual feature enhancement
Shaozhen Xu, Jun Liu, Xiaoqiao Huang, Chengli Li, Zaiqing Chen, Yonghang Tai
Topics & Concepts
Computer scienceRenewable energyPhotovoltaic systemFeature (linguistics)Time seriesDual (grammatical number)IrradianceSolar irradianceGeneralizationGridArtificial neural networkSolar energyArtificial intelligenceData miningMachine learningMeteorologyEngineeringMathematicsArtElectrical engineeringPhilosophyLinguisticsMathematical analysisQuantum mechanicsLiteraturePhysicsGeometrySolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesEnergy Load and Power Forecasting