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A composite photovoltaic power prediction optimization model based on nonlinear meteorological factors analysis and hybrid deep learning framework

Mengji Yang, Haiqing Zhang, Xi Yu, Aïcha Sekhari, Abdelaziz Bouras, Yacine Ouzrout

2025International Journal of Electrical Power & Energy Systems10 citationsDOIOpen Access PDF

Abstract

International audience

Topics & Concepts

Photovoltaic systemNonlinear systemComputer scienceComposite numberPower (physics)Artificial intelligenceDeep learningEnvironmental scienceMachine learningMeteorologyEngineeringAlgorithmElectrical engineeringGeographyPhysicsQuantum mechanicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPower Systems and Renewable Energy