Local-scale forcing effects on wind flows in an urban environment: Impact of geometrical simplifications

A. Ricci, I. Kalkman, B. Blocken, M. Burlando, A. Freda, M.P. Repetto

Research output: Contribution to journalArticleAcademicpeer-review

28 Citations (Scopus)
113 Downloads (Pure)

Abstract

Wind flow in urban areas is strongly affected by the urban geometry. In the last decades most of the geometries used to reproduce urban areas, both in wind-tunnel (WT) tests and Computational Fluid Dynamics (CFD) simulations, were simplified compared to reality in order to limit experimental effort and computational costs. However, it is unclear to which extent these geometrical simplifications can affect the reliability of the numerical and experimental results. The goal of this paper is to quantify the deviations caused by geometrical simplifications. The case under study is the district of Livorno city (Italy), called “Quartiere La Venezia”. The 3D steady Reynolds-averaged Navier-Stokes (RANS) simulations are solved, first for a single block of the district, then for the whole district. The CFD simulations are validated with WT tests at scale 1:300. Comparisons are made of mean wind velocity profiles between WT tests and CFD simulations, and the agreement is quantified using four validation metrics (FB, NMSE, R and FAC1.3). The results show that the most detailed geometry provides improved performance, especially for wind direction α = 240° (22% difference in terms of FAC1.3).

Original languageEnglish
Pages (from-to)238-255
Number of pages18
JournalJournal of Wind Engineering and Industrial Aerodynamics
Volume170
DOIs
Publication statusPublished - 1 Nov 2017

Keywords

  • CFD simulations
  • Geometric uncertainties
  • Model detailing
  • Statistical performance
  • Urban wind flow

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