CFD simulation and validation of urban microclimate: A case study for Bergpolder Zuid, Rotterdam

Considering climate change and the rapid trend towards urbanization, the analysis of urban microclimate is gaining importance. The Urban Heat Island (UHI) effect and summer-time heat waves can significantly affect urban microclimate with negative consequences for human mortality and morbidity and building energy demand. So far, most studies on urban microclimate employed observational approaches with field measurements. However, in order to provide more information towards the design of climate adaptive urban areas, deterministic analyses are required. In this study, Computational Fluid Dynamics (CFD) simulations are performed to predict urban temperatures in the Bergpolder Zuid region in Rotterdam, which is planned to be renovated to increase its climate resilience. 3D unsteady Reynolds-averaged Navier–Stokes (URANS) simulations with the realizable k–e turbulence model are performed on a high-resolution computational grid. The simulations include wind flow and heat transfer by conduction, convection and radiation. The resulting surface temperatures are validated using experimental data from high-resolution thermal infrared satellite imagery performed during the heat wave of July 2006. The results show that the CFD simulations are able to predict urban surface temperatures with an average deviation of 7.9% from the experimental data. It is concluded that CFD has the potential of accurately predicting urban microclimate. Results from CFD simulations can therefore be used to identify problem areas and to evaluate the effect of climate adaptation measures in these areas such as urban greening and evaporative cooling.

[1]  Bert Blocken,et al.  CFD simulation of near-field pollutant dispersion on a high-resolution grid : a case study by LES and RANS for a building group in downtown Montreal , 2011 .

[2]  Bert Blocken,et al.  CFD simulation for pedestrian wind comfort and wind safety in urban areas: General decision framework and case study for the Eindhoven University campus , 2012, Environ. Model. Softw..

[3]  R. Ooka,et al.  Study on mitigation measures for outdoor thermal environment on present urban blocks in Tokyo using coupled simulation , 2009 .

[4]  Ryozo Ooka,et al.  Study on optimum design method for pleasant outdoor thermal environment using genetic algorithms (GA) and coupled simulation of convection, radiation and conduction , 2008 .

[5]  Chi-ming Lai,et al.  Effects of a Green Space Layout on the Outdoor Thermal Environment at the Neighborhood Level , 2012 .

[6]  Pengyuan Shen,et al.  Impacts of climate change on building heating and cooling energy patterns in California , 2012 .

[7]  Jianguo Tan,et al.  The urban heat island and its impact on heat waves and human health in Shanghai , 2010, International journal of biometeorology.

[8]  Yoshihide Tominaga,et al.  Velocity-pressure field of cross ventilation with open windows analyzed by wind tunnel and numerical simulation , 1992 .

[9]  C. S. B. Grimmond,et al.  Temporal variations in heat fluxes over a central European city centre , 2006 .

[10]  Theodore Stathopoulos,et al.  Numerical evaluation of pollutant dispersion in the built environment: comparisons between models and experiments , 2008 .

[11]  Takashi Asaeda,et al.  Development of a numerical model for the evaluation of the urban thermal environment , 1999 .

[12]  A. Christen,et al.  Energy and radiation balance of a central European city , 2004 .

[13]  Jonas Allegrini,et al.  Buoyant flows in street canyons: Validation of CFD simulations with wind tunnel measurements , 2014 .

[14]  Borong Lin,et al.  Numerical simulation studies of the different vegetation patterns' effects on outdoor pedestrian thermal comfort , 2006 .

[15]  T. Oke,et al.  An evapotranspiration‐interception model for urban areas , 1991 .

[16]  Akashi Mochida,et al.  Prediction of wind environment and thermal comfort at pedestrian level in urban area , 2006 .

[17]  Dominique Derome,et al.  High-resolution CFD simulations for forced convective heat transfer coefficients at the facade of a low-rise building , 2009 .

[18]  Bert Blocken,et al.  Coupled urban wind flow and indoor natural ventilation modelling on a high-resolution grid: A case study for the Amsterdam ArenA stadium , 2010, Environ. Model. Softw..

[19]  Lihua Zhao,et al.  Evaluation of a microclimate model for predicting the thermal behavior of different ground surfaces , 2013 .

[20]  Rizwan Ahmed Memon,et al.  Urban heat island and its effect on the cooling and heating demands in urban and suburban areas of Hong Kong , 2011 .

[21]  F. Haghighat,et al.  Approaches to study Urban Heat Island – Abilities and limitations , 2010 .

[22]  Ryozo Ooka,et al.  CFD analysis of mesoscale climate in the Greater Tokyo area , 1997 .

[23]  J. Palutikof,et al.  Climate change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Summary for Policymakers. , 2007 .

[24]  Valéry Masson,et al.  A Physically-Based Scheme For The Urban Energy Budget In Atmospheric Models , 2000 .

[25]  J. de Beer,et al.  The effect of the summer 2003 heat wave on mortality in the Netherlands. , 2005, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.

[26]  Pietro Salizzoni,et al.  Recent advancements in numerical modelling of flow and dispersion in urban areas: a short review , 2013 .

[27]  Bje Bert Blocken,et al.  CFD simulation of cross-ventilation for a generic isolated building : impact of computational parameters , 2012 .

[28]  Qingyan Chen,et al.  Ventilation performance prediction for buildings: A method overview and recent applications , 2009 .

[29]  Theodore Stathopoulos,et al.  Pedestrian Level Winds and Outdoor Human Comfort , 2006 .

[30]  S. Kato,et al.  Study on outdoor thermal environment of apartment block in Shenzhen, China with coupled simulation of convection, radiation and conduction , 2004 .

[31]  Timothy R. Oke,et al.  Modeling the Daytime Urban Surface Energy Balance , 2010 .

[32]  A. Holtslag,et al.  Spatial variability of the Rotterdam urban heat island as influenced by urban land use , 2014 .

[33]  Jonas Allegrini,et al.  Analysis of convective heat transfer at building façades in street canyons and its influence on the predictions of space cooling demand in buildings , 2012 .

[34]  Claire L. Smith,et al.  Designing urban spaces and buildings to improve sustainability and quality of life in a warmer world , 2008 .

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

[36]  Yoshihide Tominaga,et al.  Cooperative project for CFD prediction of pedestrian wind environment in the Architectural Institute of Japan , 2007 .

[37]  Kazuya Takahashi,et al.  Measurement of thermal environment in Kyoto city and its prediction by CFD simulation , 2004 .

[38]  Shuzo Murakami,et al.  Environmental design of outdoor climate based on CFD , 2006 .

[39]  C. Sarrata,et al.  Impact of urban heat island on regional atmospheric pollution , 2006 .

[40]  Rohinton Emmanuel,et al.  Urban heat island and its impact on climate change resilience in a shrinking city: The case of Glasgow, UK , 2012 .

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

[42]  Ryozo Ooka,et al.  CFD analysis of wind climate from human scale to urban scale , 1999 .

[43]  N. Sudhakaran,et al.  Best practice guidelines: fetal surgery. , 2012, Early human development.

[44]  Sigalit Berkovic,et al.  Study of thermal comfort in courtyards in a hot arid climate , 2012 .

[45]  T. Oke,et al.  Turbulent Heat Fluxes in Urban Areas: Observations and a Local-Scale Urban Meteorological Parameterization Scheme (LUMPS) , 2002 .

[46]  Maria Kolokotroni,et al.  London's urban heat island: Impact on current and future energy consumption in office buildings , 2012 .

[47]  Rizwan Ahmed Memon,et al.  Effects of building aspect ratio and wind speed on air temperatures in urban-like street canyons , 2010 .

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

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

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

[51]  Yoshihide Tominaga,et al.  CFD Simulation of Near-Field Pollutant Dispersion in the Urban Environment: A Review of Current Modeling Techniques , 2013 .

[52]  D. Grawe,et al.  BEST PRACTICE GUIDELINE FOR THE CFD SIMULATION OF FLOWS IN THE URBAN ENVIRONMENT , 2007 .

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

[54]  Bert Blocken,et al.  50 years of Computational Wind Engineering: Past, present and future , 2014 .

[55]  Xianting Li,et al.  Numerical analysis of outdoor thermal environment around buildings , 2005 .

[56]  T. Wilbanks,et al.  Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change , 2007 .

[57]  Hong Chen,et al.  Simulation analysis of site design and layout planning to mitigate thermal environment of riverside residential development , 2010 .

[58]  Takashi Asaeda,et al.  Building canopy model for the analysis of urban climate , 1999 .

[59]  Anthony J. Jakeman,et al.  Ten iterative steps in development and evaluation of environmental models , 2006, Environ. Model. Softw..

[60]  Lisette Klok,et al.  The surface heat island of Rotterdam and its relationship with urban surface characteristics , 2012 .

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

[62]  Tejo Spit,et al.  Overview of challenges and achievements in the climate adaptation of cities and in the Climate Proof Cities program , 2015 .

[63]  S. Angel,et al.  The dynamics of global urban expansion , 2005 .

[64]  M. Schatzmann,et al.  Influence of Thermal Effects on the Wind Field Within the Urban Environment , 2009 .

[65]  A. Arnfield Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island , 2003 .

[66]  Gerald Mills,et al.  Progress toward sustainable settlements: a role for urban climatology , 2006 .

[67]  C. S. B. Grimmond,et al.  An urban canyon energy budget model and its application to urban storage heat flux modeling , 1998 .

[68]  Rizwan Ahmed Memon,et al.  On the heating environment in street canyon , 2011 .

[69]  M. Bruse,et al.  Simulating surface–plant–air interactions inside urban environments with a three dimensional numerical model , 1998 .

[70]  Timothy R. Oke,et al.  The surface energy balance in Mexico City , 1992 .

[71]  R. Kovats,et al.  Climate change and human health: impacts, vulnerability and public health. , 2006, Public health.

[72]  Stijn Janssen,et al.  Improving local air quality in cities: to tree or not to tree? , 2013, Environmental pollution.

[73]  Takashi Asaeda,et al.  Numerical analyses of urban thermal environment in a basin climate – application of a k–ε model to complex terrain , 1999 .

[74]  T. Williamson,et al.  Urban Microclimate: Designing the Spaces Between Buildings , 2010 .

[75]  Luigi Perini,et al.  Epidemiologic study of mortality during the Summer 2003 heat wave in Italy. , 2005, Environmental research.

[76]  Yingxin Zhu,et al.  A simplified method to predict the outdoor thermal environment in residential district , 2012 .

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

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

[79]  A. Clappier,et al.  An Urban Surface Exchange Parameterisation for Mesoscale Models , 2002 .

[80]  Maya Milliez,et al.  Numerical study of the thermal effects of buildings on low-speed airflow taking into account 3D atmospheric radiation in urban canopy , 2012 .

[81]  Jan Hensen,et al.  Application of CFD in Building Performance Simulation for the Outdoor Environment: an Overview , 2011 .

[82]  Akikazu Kaga,et al.  The 24-h unsteady analysis of air flow and temperature in a real city by high-speed radiation calcul , 2011 .

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

[84]  T. Oke The energetic basis of the urban heat island , 1982 .

[85]  Alvaro Marucci,et al.  Modelling of ammonia emissions from naturally ventilated livestock buildings. Part 3: CFD modelling , 2013 .

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

[87]  J. Monteith,et al.  Boundary Layer Climates. , 1979 .

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

[89]  Wong Nyuk Hien,et al.  Microclimatic modeling of the urban thermal environment of Singapore to mitigate urban heat island , 2008 .

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

[91]  Beth C. Reinke,et al.  Impacts and Responses to the 1995 Heat Wave: A Call to Action , 1996 .