Medium-term forecasting of global horizontal solar radiation in Brazil using machine learning-based methods
Arthur Lúcide Cotta Weyll, Yasmin Kaore Lago Kitagawa, Mirella Lima Saraiva Araujo, Diogo Nunes da Silva Ramos, Francisco José Lopes de Lima, Thalyta Soares dos Santos, William Duarte Jacondino, Allan Rodrigues Silva, Allan Cavalcante Araújo, Luana Kruger Melgaço Pereira, Rizzieri Pedruzzi, Márcio de Carvalho Filho, José Bione de Melo Filho, Alex Álisson Bandeira Santos, Davidson Martins Moreira
Topics & Concepts
DownscalingData assimilationRenewable energyComputer sciencePhotovoltaic systemBoosting (machine learning)MeteorologyGradient boostingSolar irradianceEnvironmental scienceMachine learningEngineeringGeographyRandom forestElectrical engineeringPrecipitationSolar Radiation and PhotovoltaicsClimate variability and modelsMeteorological Phenomena and Simulations