Predictive modelling and optimization of HVAC systems using neural network and particle swarm optimization algorithm
Zakia Afroz, GM Shafiullah, Tania Urmee, Md Asaduzzaman Shoeb, G.H. Higgins
Topics & Concepts
HVACASHRAE 90.1Particle swarm optimizationEnergy consumptionNonlinear autoregressive exogenous modelIndoor air qualityElectric energy consumptionModel predictive controlComputer scienceAutoregressive modelArtificial neural networkRange (aeronautics)EngineeringMathematical optimizationAir conditioningEnvironmental engineeringAlgorithmMachine learningArtificial intelligenceMathematicsControl (management)MeteorologyEconometricsAerospace engineeringElectrical engineeringMechanical engineeringPower (physics)PhysicsQuantum mechanicsElectric energyBuilding Energy and Comfort OptimizationRefrigeration and Air Conditioning TechnologiesEnergy Efficiency and Management