A novel method of creating machine learning-based time series meta-models for building energy analysis
Guangchen Li, Wei Tian, Hu Zhang, Xing Fu
Topics & Concepts
Computer scienceMean squared errorBuilding energy simulationMachine learningGradient boostingEnergy (signal processing)Artificial intelligenceProcess (computing)Building modelTime seriesEnsemble forecastingData miningSimulationRandom forestMathematicsStatisticsEnergy performanceOperating systemBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies