Numerical modeling of turbulent dispersion for wind-driven rain on building facades

Wind-driven rain (WDR) is one of the most important moisture sources with potential negative effects on the hygrothermal performance and durability of building facades. The impact of WDR on building facades can be understood in a better way by predicting the surface wetting distribution accurately. Computational fluid dynamics (CFD) simulations can be used to obtain accurate spatial and temporal information on WDR. In many previous numerical WDR studies, the turbulent dispersion of the raindrops has been neglected. However, it is not clear to what extent this assumption is justified, and to what extent the deviations between the experimental and the numerical results in previous studies can be attributed to the absence of turbulent dispersion in the model. In this paper, an implementation of turbulent dispersion into an Eulerian multiphase model for WDR assessment is proposed. First, CFD WDR simulations are performed for a simplified isolated high-rise building, with and without turbulent dispersion. It is shown that the turbulence intensity field in the vicinity of the building, and correspondingly the turbulence kinetic energy field, has a strong influence on the estimated catch ratio values when turbulent dispersion is taken into account. Next, CFD WDR simulations are made for a monumental tower building, for which experimental data are available. It is shown that taking turbulent dispersion into account reduces the average deviation between simulations and measurements from 24 to 15 %.

[1]  R. I. Issa,et al.  Modelling of Turbulent Dispersion in Two Phase Flow Jets , 1993 .

[2]  S. Murakami,et al.  Comparison of various revised k–ε models and LES applied to flow around a high-rise building model with 1:1:2 shape placed within the surface boundary layer , 2008 .

[3]  Jan Carmeliet,et al.  The mutual influence of two buildings on their wind-driven rain exposure and comments on the obstruction factor , 2009 .

[4]  Yoshihide Tominaga,et al.  AIJ guidelines for practical applications of CFD to pedestrian wind environment around buildings , 2008 .

[5]  Bert Blocken,et al.  CFD evaluation of wind speed conditions in passages between parallel buildings : effect of wall-function roughness modifications for the atmospheric boundary layer flow , 2007 .

[6]  Edmund C.C Choi Modelling of wind-driven rain and its soil detachment effect on hill slopes , 2002 .

[7]  Edmund C.C Choi,et al.  Numerical modelling of gust effect on wind-driven rain , 1997 .

[8]  Carlos F.M. Coimbra,et al.  Fundamental aspects of modeling turbulent particle dispersion in dilute flows , 1996 .

[9]  Jan Carmeliet,et al.  Spatial and temporal distribution of driving rain on a low-rise building , 2002 .

[10]  J. Carmeliet,et al.  On the accuracy of wind-driven rain measurements on buildings , 2006 .

[11]  R. Gunn,et al.  THE TERMINAL VELOCITY OF FALL FOR WATER DROPLETS IN STAGNANT AIR , 1949 .

[12]  M. Kempe Modeling of rates of moisture ingress into photovoltaic modules , 2006 .

[13]  Alessandro Parente,et al.  Improved k–ε model and wall function formulation for the RANS simulation of ABL flows , 2011 .

[14]  V. N. KELKAR,et al.  Size Distribution of Raindrops , 1961, Nature.

[15]  van Fjr Fabien Mook,et al.  Driving rain on building envelopes , 2003 .

[16]  Horia Hangan,et al.  Wind-driven rain studies. A C-FD-E approach , 1999 .

[17]  A. Maldonado,et al.  Physical properties of ZnO:F obtained from a fresh and aged solution of zinc acetate and zinc acetylacetonate , 2006 .

[18]  Shuzo Murakami Computational wind engineering , 1990 .

[19]  Hl Henk Schellen,et al.  Wind-driven rain on the facade of a monumental tower: numerical simulation, full-scale validation and sensitivity analysis , 2009 .

[20]  Jörg Franke,et al.  The COST 732 Best Practice Guideline for CFD simulation of flows in the urban environment: a summary , 2011 .

[21]  S. Murakami,et al.  COMPARISON OF VARIOUS TURBULENCE MODELS APPLIED TO A BLUFF BODY , 1993 .

[22]  Nicolas G. Wright,et al.  On the use of the k–ε model in commercial CFD software to model the neutral atmospheric boundary layer , 2007 .

[23]  P. Richards,et al.  Appropriate boundary conditions for computational wind engineering models using the k-ε turbulence model , 1993 .

[24]  J. Carmeliet,et al.  Convective heat transfer coefficients for exterior building surfaces: Existing correlations and CFD modelling , 2011 .

[25]  Jan Carmeliet,et al.  The influence of the wind-blocking effect by a building on its wind-driven rain exposure , 2006 .

[26]  P. Bradshaw,et al.  Momentum transfer in boundary layers , 1977 .

[27]  J. Carmeliet,et al.  A review of wind-driven rain research in building science , 2004 .

[28]  Dominique Derome,et al.  CFD simulation and validation of wind-driven rain on a building facade with an Eulerian multiphase model , 2013 .

[29]  V. Dorer,et al.  Urban Physics: Effect of the micro-climate on comfort, health and energy demand , 2012 .

[30]  W. K. Melville,et al.  A model of the two-phase turbulent jet , 1979 .

[31]  M. Boussinesq Essai sur la théorie des eaux courantes , 1873 .

[32]  T. Shih,et al.  A new k-ϵ eddy viscosity model for high reynolds number turbulent flows , 1995 .

[33]  Edmund C.C Choi,et al.  Simulation of wind-driven-rain around a building , 1993 .

[34]  H. Rusche Computational fluid dynamics of dispersed two-phase flows at high phase fractions , 2003 .

[35]  Jan Carmeliet,et al.  High-resolution wind-driven rain measurements on a low-rise building - Experimental data for model development and model validation , 2005 .

[36]  E. E. van Dyk,et al.  Assessing the reliability and degradation of photovoltaic module performance parameters , 2004, IEEE Transactions on Reliability.

[37]  J. Carmeliet,et al.  Overview of three state-of-the-art wind-driven rain assessment models and comparison based on model theory , 2010 .

[38]  B. Blocken,et al.  CFD simulation of pollutant dispersion around isolated buildings: on the role of convective and turbulent mass fluxes in the prediction accuracy. , 2011, Journal of hazardous materials.

[39]  David A. de Wolf On the Laws‐Parsons distribution of raindrop sizes , 2001 .

[40]  David Paul Hill,et al.  The computer simulation of dispersed two-phase flow , 1998 .

[41]  E. Loth Numerical approaches for motion of dispersed particles, droplets and bubbles , 2000 .

[42]  C. P. Chen,et al.  A turbulence closure model for dilute gas‐particle flows , 1985 .

[43]  A. D. Gosman,et al.  Multidimensional modeling of turbulent two‐phase flows in stirred vessels , 1992 .

[44]  B. Launder,et al.  The numerical computation of turbulent flows , 1990 .

[45]  J. Carmeliet,et al.  Validation of CFD simulations of wind-driven rain on a low-rise building facade , 2007 .

[46]  Theodore Stathopoulos,et al.  Application of computational fluid dynamics in building performance simulation for the outdoor environment: an overview , 2011 .

[47]  Qiusheng Li,et al.  Numerical simulations of wind-driven rain on building envelopes based on Eulerian multiphase model , 2010 .

[48]  Qiusheng Li,et al.  Large Eddy Simulations of Wind-Driven Rain on Tall Building Facades , 2012 .

[49]  Sandrine Anquetin,et al.  Eulero-Lagrangian simulation of raindrop trajectories and impacts within the urban canopy , 1995 .

[50]  Vicken Etyemezian,et al.  Impingement of rain drops on a tall building , 2000 .

[51]  Jan Carmeliet,et al.  Intercomparison of wind-driven rain deposition models based on two case studies with full-scale measurements , 2011 .

[52]  S. Pope Turbulent Flows: FUNDAMENTALS , 2000 .

[53]  C. H. Sanders,et al.  UK adaptation strategy and technical measures: the impacts of climate change on buildings , 2003 .

[54]  Gary Jorgensen,et al.  Moisture transport, adhesion, and corrosion protection of PV module packaging materials , 2006 .

[55]  Edmund C.C Choi,et al.  Determination of wind-driven-rain intensity on building faces , 1994 .

[56]  Jon Wieringa,et al.  Updating the Davenport roughness classification , 1992 .

[57]  T. Stathopoulos,et al.  CFD simulation of the atmospheric boundary layer: wall function problems , 2007 .

[58]  Dina D'Ayala,et al.  Assessment of wind-driven rain impact, related surface erosion and surface strength reduction of historic building materials , 2012 .

[59]  Richard G. J. Flay,et al.  Consistent boundary conditions for flows within the atmospheric boundary layer , 2011 .

[60]  Dominique Derome,et al.  Rainwater runoff from building facades: A review , 2013 .