A cross-modal deep learning method for enhancing photovoltaic power forecasting with satellite imagery and time series data
Kai Wang, Shuo Shan, Weijing Dou, Haikun Wei, Kanjian Zhang
Topics & Concepts
Satellite imageryTime seriesRemote sensingModalPhotovoltaic systemSeries (stratigraphy)SatelliteDeep learningMeteorologyComputer sciencePower (physics)Artificial intelligenceEnvironmental scienceEngineeringMachine learningGeographyGeologyElectrical engineeringAerospace engineeringQuantum mechanicsPhysicsPaleontologyPolymer chemistryChemistrySolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques