Assessment of machine learning, time series, response surface methodology and empirical models in prediction of global solar radiation
Ali Etem Gürel, Ümit Ağbulut, Yunus Biçen
Topics & Concepts
Mean squared errorSunshine durationEmpirical modellingMean absolute percentage errorWind speedMeteorologyPredictive modellingTime seriesArtificial neural networkEnvironmental scienceAutoregressive integrated moving averageCoefficient of determinationStatisticsRelative humidityMathematicsComputer scienceMachine learningGeographySimulationSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesSolar Thermal and Photovoltaic Systems