Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization
Luis Fernando Marín Sepulveda, Petterson S. Diniz, João Otávio Bandeira Diniz, Stelmo Magalhães Barros Netto, Carolina L. S. Cipriano, Alexandre de Carvalho Araújo, Victor Henrique Bezerra de Lemos, Alexandre Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Geraldo Bráz, Marcia I. A. Silva, Eliana Márcia Garros Monteiro, Italo Fernandes S. Silva, Eduardo Camacho Fernandes
Topics & Concepts
Computer scienceParticle swarm optimizationEnergy consumptionGradient boostingConsumption (sociology)Range (aeronautics)ElectricityBoosting (machine learning)Artificial intelligenceMachine learningElectrical engineeringEcologyComposite materialSocial scienceSociologyMaterials scienceEngineeringRandom forestBiologyEnergy Load and Power ForecastingForecasting Techniques and ApplicationsGrey System Theory Applications