Development of a back-propagation neural network combined with an adaptive multi-objective particle swarm optimizer algorithm for predicting and optimizing indoor CO2 and PM2.5 concentrations
Lu Li, Yunfei Fu, Jimmy Chi Hung Fung, K.T. Tse, Alexis K.H. Lau
Topics & Concepts
Indoor air qualityParticle swarm optimizationComputational fluid dynamicsVentilation (architecture)Artificial neural networkComputer scienceEnvironmental scienceIndoor airBackpropagationPollutantAlgorithmSimulationEnvironmental engineeringEngineeringMachine learningEcologyAerospace engineeringBiologyMechanical engineeringWind and Air Flow StudiesBuilding Energy and Comfort OptimizationAir Quality Monitoring and Forecasting