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

Eero Immonen

Tutkimustuotos: LehtiartikkeliArtikkeliTieteellinenvertaisarvioitu

11 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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