Bayesian optimization with reference models: A case study in MPC for HVAC central plants
Qiugang Lu, Leonardo D. González, Ranjeet Kumar, Víctor M. Zavala
Topics & Concepts
HVACComputer scienceModel predictive controlReference modelProcess (computing)Function (biology)Controller (irrigation)Control theory (sociology)Task (project management)ResidualConstraint (computer-aided design)Bayesian optimizationBayesian probabilityMathematical optimizationMachine learningArtificial intelligenceAlgorithmEngineeringControl (management)MathematicsAir conditioningOperating systemMechanical engineeringBiologySystems engineeringAgronomyEvolutionary biologySoftware engineeringAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignAdvanced Control Systems Optimization