A novel combined multi-task learning and Gaussian process regression model for the prediction of multi-timescale and multi-component of solar radiation
Yong Zhou, Yanfeng Liu, Dengjia Wang, Gejirifu De, Yong Li, Xiaojun Liu, Yingying Wang
Topics & Concepts
Mean squared errorKrigingRegressionRegression analysisGaussian processStatisticsRoot mean squareCoefficient of determinationComponent (thermodynamics)MathematicsGaussianMeteorologyEnvironmental scienceEngineeringGeographyThermodynamicsElectrical engineeringQuantum mechanicsPhysicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques