Global horizontal irradiance modeling from environmental inputs using machine learning with automatic model selection
Samuel da Costa Alves Basílio, Camila Martins Saporetti, Zaher Mundher Yaseen, Leonardo Goliatt
Topics & Concepts
Computer scienceMultivariate adaptive regression splinesSolar irradianceGradient boostingExtreme learning machineIrradianceRegression analysisMachine learningPolynomial regressionArtificial neural networkMeteorologyRandom forestPhysicsQuantum mechanicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques