A novel deep generative modeling-based data augmentation strategy for improving short-term building energy predictions
Cheng Fan, Meiling Chen, Rui Tang, Jiayuan Wang
Topics & Concepts
Robustness (evolution)Computer scienceTerm (time)Data qualityArtificial intelligenceMachine learningReliability (semiconductor)Data miningModel buildingGenerative modelData modelingDeep learningGenerative grammarEngineeringDatabaseMetric (unit)Operations managementPhysicsQuantum mechanicsBiochemistryChemistryGenePower (physics)Building Energy and Comfort OptimizationEnergy Load and Power ForecastingEnergy Efficiency and Management