k-Nearest patterns for electrical demand forecasting in residential and small commercial buildings
Meritxell Gómez-Omella, Iker Esnaola-Gonzalez, Susana Ferreiro, Basilio Sierra
Topics & Concepts
k-nearest neighbors algorithmComputer scienceSimilarity (geometry)Data miningSeries (stratigraphy)Set (abstract data type)Time seriesField (mathematics)Demand forecastingElectricityEnergy consumptionEnergy demandDemand responseWork (physics)Energy (signal processing)Artificial intelligenceMachine learningOperations researchEngineeringStatisticsMathematicsMechanical engineeringBiologyProgramming languageElectrical engineeringPaleontologyEconomicsPure mathematicsImage (mathematics)Natural resource economicsEnergy Load and Power ForecastingBuilding Energy and Comfort OptimizationEnergy Efficiency and Management