Improving the accuracy of multi-step prediction of building energy consumption based on EEMD-PSO-Informer and long-time series
Feiyu Li, Zhibo Wan, Thomas Koch, Guokuan Zan, Mengjiao Li, Zhonghai Zheng, Bo Liang
Topics & Concepts
Particle swarm optimizationHilbert–Huang transformEnergy consumptionComputer scienceSeries (stratigraphy)Time seriesConsumption (sociology)Energy (signal processing)Mode (computer interface)Nonlinear systemData miningMathematical optimizationArtificial intelligenceAlgorithmMachine learningEngineeringMathematicsStatisticsQuantum mechanicsBiologySocial sciencePaleontologyElectrical engineeringOperating systemPhysicsSociologyEnergy Load and Power ForecastingBuilding Energy and Comfort OptimizationEnergy Efficiency and Management