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

A1 Originalartikel i en vetenskaplig tidskrift (referentgranskad)

Interna författare/redaktörer

Publikationens författare: Eero Immonen
Publiceringsår: 2016
Tidskrift: Building Simulation
Tidskriftsakronym: BUILD SIMUL-CHINA
Volym: 9
Nummer: 1
Artikelns första sida, sidnummer: 53
Artikelns sista sida, sidnummer: 61
Antal sidor: 9
ISSN: 1996-3599
eISSN: 1996-8744


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.


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

Senast uppdaterad 2019-18-11 vid 03:31