Enhancing building energy consumption prediction introducing novel occupant behavior models with sparrow search optimization and attention mechanisms: A case study for forty-five buildings in a university community
Chengyu Zhang, Zhiwen Luo, Yacine Rezgui, Tianyi Zhao
Topics & Concepts
Energy consumptionMean absolute percentage errorHyperparameterMean squared errorComputer scienceEnergy (signal processing)Consumption (sociology)Artificial neural networkMachine learningConvolutional neural networkArtificial intelligenceSimulationEngineeringStatisticsMathematicsSociologyElectrical engineeringSocial scienceBuilding Energy and Comfort OptimizationAir Quality Monitoring and ForecastingImpact of Light on Environment and Health