Energies · 2020 · 26 citations · 23 references
ArchitectureArchitectural EngineeringBuilding ScienceHeat TransferThermal ComfortVentilationBuilding Cooling SystemsBuilding Thermal PerformanceHeat Transfer In BuildingsNatural Ventilation SimulationThermal PerformanceThermal SimulationAirflow ControlCoolingEnergy Use ReductionEnergyplus ModelingIndoor Air TemperatureNatural Ventilation ControlNatural Ventilation EffectsPassive Cooling Systems
Today, there is a great deal of emphasis on reducing energy use in buildings for both economic and environmental reasons. Investors strongly encourage the insulating of buildings. Buildings without cooling systems can lead to a deterioration in thermal comfort, even in transitional climate areas. In this article, the effectiveness of natural ventilation in a passive cooling building is analyzed. Two options are considered: cooling with external air supplied to the building by fans, or by opening windows (automatically or by residents). In both cases, fuzzy controllers for the cooling time and supply airflow control are proposed and optimized. The analysis refers to a typical Polish single-family building. Simulations are made with the use of the EnergyPlus program, and the model is validated based on indoor temperature measurement. The calculations were carried out for different climate data: standard and future (warmed) weather data. Research has shown that cooling with external air can effectively improve thermal comfort with a slight increase in heating demand. However, to be able to reach the potential of such a solution, fans should be used.
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Structure identification of fuzzy model
Michio Sugeno, Geon Kang · Fuzzy Sets and Systems · 1988 · 2.7K citations
Engineering, Management Information Systems, Structural Analysis +6