Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings
João Guilherme Sauer, Viviana Cocco Mariani, Leandro dos Santos Coelho, Matheus Henrique Dal Molin Ribeiro, Mirco Rampazzo
Topics & Concepts
Cooling loadGlazingComputer scienceEnergy consumptionMathematical optimizationGradient boostingEnvironmental scienceRoofAlgorithmArtificial intelligenceMathematicsStructural engineeringCivil engineeringEcologyRandom forestEngineeringPhysicsAir conditioningBiologyThermodynamicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies