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Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model

Sujan Ghimire, Thong Nguyen‐Huy, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo‐Sanz

2022Sustainable materials and technologies87 citationsDOIOpen Access PDF

Topics & Concepts

Artificial intelligenceMultivariate adaptive regression splinesSupport vector machineComputer scienceHyperparameterConvolutional neural networkMachine learningArtificial neural networkDeep learningRandom forestHyperparameter optimizationGradient boostingExtreme learning machineRegression analysisBayesian multivariate linear regressionSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingEnergy and Environment Impacts
Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model | Litcius