Similarity-based grouping method for evaluation and optimization of dataset structure in machine-learning based short-term building cooling load prediction without measurable occupancy information
Xu Zhang, Yongjun Sun, Dian-ce Gao, Wenke Zou, Jianping Fu, Xiaowen Ma
Topics & Concepts
Similarity (geometry)Computer scienceMachine learningOccupancyData miningArtificial intelligenceCooling loadTerm (time)Index (typography)Selection (genetic algorithm)Predictive modellingEngineeringAir conditioningQuantum mechanicsPhysicsArchitectural engineeringWorld Wide WebImage (mathematics)Mechanical engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies