A novel machine learning-based model predictive control framework for improving the energy efficiency of air-conditioning systems
Sihao Chen, Puxian Ding, Guang Zhou, Xiaoqing Zhou, Jing Li, Liangzhu Wang, Huijun Wu, Chengliang Fan, Jiangbo Li, Jiangbo Li
Topics & Concepts
Model predictive controlParticle swarm optimizationSupport vector machineArtificial neural networkComputer scienceEfficient energy usePredictive modellingSimulated annealingMathematical optimizationEngineeringArtificial intelligenceMachine learningMathematicsControl (management)Electrical engineeringBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementHeat Transfer and Optimization