Comparison of machine-learning models for predicting short-term building heating load using operational parameters
Yong Zhou, Yanfeng Liu, Dengjia Wang, Xiaojun Liu
Topics & Concepts
Machine learningSupport vector machineDecision treeArtificial intelligenceGradient boostingArtificial neural networkExtreme learning machineComputer scienceRandom forestGaussian processKrigingRegressionBoosting (machine learning)Multivariate adaptive regression splinesPredictive modellingRegression analysisGaussianBayesian multivariate linear regressionMathematicsStatisticsPhysicsQuantum mechanicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingAir Quality Monitoring and Forecasting