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A hybrid deep learning model with an optimal strategy based on improved VMD and transformer for short-term photovoltaic power forecasting

Xinyu Wang, Wenping Ma

2024Energy84 citationsDOI

Topics & Concepts

Photovoltaic systemComputer scienceRobustness (evolution)OverfittingData miningGeneralizability theoryArtificial intelligenceMachine learningTransformerArtificial neural networkEngineeringVoltageElectrical engineeringGeneMathematicsStatisticsBiochemistryChemistrySolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques
A hybrid deep learning model with an optimal strategy based on improved VMD and transformer for short-term photovoltaic power forecasting | Litcius