A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions
Meysam Alizamir, Sungwon Kim, Özgür Kişi, Mohammad Zounemat‐Kermani
Topics & Concepts
Adaptive neuro fuzzy inference systemMultivariate adaptive regression splinesMean squared errorMars Exploration ProgramGradient boostingWind speedArtificial neural networkStatisticsArtificial intelligenceMultilayer perceptronMachine learningMathematicsComputer scienceLinear regressionMeteorologyBayesian multivariate linear regressionFuzzy logicRandom forestGeographyFuzzy control systemPhysicsAstronomySolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingSolar Thermal and Photovoltaic Systems