Occupancy-based energy consumption modelling using machine learning algorithms for institutional buildings
Prashant Anand, Chirag Deb, Ke Yan, Junjing Yang, David Cheong, Chandra Sekhar
Topics & Concepts
OccupancyGradient boostingEnergy consumptionArtificial neural networkComputer sciencePost-occupancy evaluationEnergy (signal processing)SimulationBoosting (machine learning)Artificial intelligenceMachine learningArchitectural engineeringEngineeringRandom forestStatisticsMathematicsElectrical engineeringBuilding Energy and Comfort OptimizationAir Quality Monitoring and ForecastingEnergy Load and Power Forecasting