CFD optimization of jet fan ventilation in a car park by fractional factorial designs and response surface methodology

Eero Immonen

    Tutkimustuotos: LehtiartikkeliArtikkeliTieteellinenvertaisarvioitu

    26 Sitaatiot (Scopus)

    Abstrakti

    We propose to solve two important engineering design challenges associated to the optimal placement of jet fans in a car park, by means of CFD. Given a proposed arrangement of jet fans, we provide a simulation framework for rigorous identification of those fan units (if any) that do not contribute to improving the overall air quality in the enclosure. Based on this statistical analysis, we then solve the following constrained optimization problem: Given maximum fan capacities and an air quality level requirement, establish a minimum-cost fan configuration which meets it for the car park in question. The proposed optimization framework is illustrated by an example from an actual car park.
    AlkuperäiskieliEi tiedossa
    Sivut53–61
    Sivumäärä9
    JulkaisuBuilding Simulation
    Vuosikerta9
    Numero1
    DOI - pysyväislinkit
    TilaJulkaistu - 2016
    OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

    Keywords

    • car park
    • computational fluid dynamics
    • fractional factorial design
    • jet fan
    • response surface methodology

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