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Selection of most relevant input parameters for predicting photovoltaic output power using machine learning and quadratic models

Youssef Kassem, Adnan Alhaj Othman

2022Modeling Earth Systems and Environment15 citationsDOI

Topics & Concepts

Photovoltaic systemArtificial neural networkMean squared errorWind speedQuadratic functionSunshine durationMean absolute percentage errorControl theory (sociology)StatisticsComputer scienceMathematicsEngineeringQuadratic equationMachine learningRelative humidityArtificial intelligenceMeteorologyGeometryPhysicsControl (management)Electrical engineeringSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesSolar Thermal and Photovoltaic Systems
Selection of most relevant input parameters for predicting photovoltaic output power using machine learning and quadratic models | Litcius