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Unleashing deep neural network full potential for solar radiation forecasting in a new geographic location with historical data scarcity: a transfer learning approach

Mohamed Abubakr, Bassem Akoush, A. Khalil, Muhammed A. Hassan

2022The European Physical Journal Plus25 citationsDOI

Topics & Concepts

Artificial neural networkSolar irradianceMean squared errorIrradianceEnvironmental sciencePhotovoltaic systemComputer scienceMeteorologyStatisticsGeographyMachine learningMathematicsEngineeringQuantum mechanicsElectrical engineeringPhysicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques
Unleashing deep neural network full potential for solar radiation forecasting in a new geographic location with historical data scarcity: a transfer learning approach | Litcius