An efficient lattice Boltzmann model for indoor airflow and particle transport

Abstract The three-dimensional multiple-relaxation-time LB (MRT-LB) and Lagrangian particle tracking methods were applied to simulate turbulent airflow and particle dispersion in a ventilated room with a partition. The turbulent airflow was simulated by large eddy simulation (LES) using the MRT-LB method with the Smagorinsky model. This method was verified by comparing it with experimental and other numerical results. Good agreement was observed between airflow simulation and experimental data. It is also demonstrated that the LES carried out by the MRT-LB method can produce airflow results very similar to the RNG LES and provide better prediction than the standard and RNG k–ε models. In order to further improve the efficiency of the MRT-LB method, the multi-block grid refinement (MBGR) technique was used. The accuracy and efficiency of the MBGR and the consistency of physical quantities across the interface were investigated. In simulation of particle dispersion in the model room, particles with diameters of 1 and 10 µm were considered. It is shown that this model can successfully capture dispersion characteristics of particles.

[1]  Chao-Hsin Lin,et al.  Advanced turbulence models for predicting particle transport in enclosed environments , 2012 .

[2]  Jianbo Jiang Experimental and Numerical Study of Air Flows in a Full Scale Room , 2009 .

[3]  Goodarz Ahmadi,et al.  Investigation of particle dispersion and deposition in a channel with a square cylinder obstruction using the lattice Boltzmann method , 2010 .

[4]  Alvin C.K. Lai,et al.  Modeling particle deposition and distribution in a chamber with a two-equation Reynolds-averaged Navier–Stokes model , 2006 .

[5]  Derek Dunn-Rankin,et al.  Measurement and prediction of indoor air flow in a model room , 2003 .

[6]  P. Roache Perspective: A Method for Uniform Reporting of Grid Refinement Studies , 1994 .

[7]  A. Lai Particle deposition indoors: a review. , 2002, Indoor air.

[8]  Ignacio Pagonabarraga,et al.  Parallel simulation of particle suspensions with the lattice Boltzmann method , 2008, Comput. Math. Appl..

[9]  Jiyuan Tu,et al.  On the numerical study of contaminant particle concentration in indoor airflow , 2006 .

[10]  Lin,et al.  Lattice boltzmann method on composite grids , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[11]  L. Migliore,et al.  Mutation Research / Fundamental and Molecular Mechanisms of Mutagenesis , 2014 .

[12]  Bin Zhao,et al.  Particle dispersion and deposition in ventilated rooms: Testing and evaluation of different Eulerian and Lagrangian models , 2008 .

[13]  J. Boon The Lattice Boltzmann Equation for Fluid Dynamics and Beyond , 2003 .

[14]  P. Lallemand,et al.  Theory of the lattice boltzmann method: dispersion, dissipation, isotropy, galilean invariance, and stability , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[15]  F. Bracco,et al.  Stochastic particle dispersion modeling and the tracer‐particle limit , 1992 .

[16]  Sharath S. Girimaji,et al.  LES of turbulent square jet flow using an MRT lattice Boltzmann model , 2006 .

[17]  Alvin C.K. Lai,et al.  Experimental and Numerical Investigation of Interpersonal Exposure of Sneezing in a Full-Scale Chamber , 2012 .

[18]  S. Weichenthal,et al.  Indoor ultrafine particles and childhood asthma: exploring a potential public health concern. , 2007, Indoor air.

[19]  Goodarz Ahmadi,et al.  Dispersion and Deposition of Spherical Particles from Point Sources in a Turbulent Channel Flow , 1992 .

[20]  M. J. Pattison,et al.  Generalized lattice Boltzmann equation with forcing term for computation of wall-bounded turbulent flows. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[21]  A. Lai,et al.  Numerical study on particle dispersion and deposition in a scaled ventilated chamber using a lattice Boltzmann method , 2012 .

[22]  F. Rey,et al.  Experimental study of indoor air quality, energy saving and analysis of ventilation norms in climatised areas , 2000 .

[23]  Shiyi Chen,et al.  LATTICE BOLTZMANN METHOD FOR FLUID FLOWS , 2001 .

[24]  Bin Zhao,et al.  Comparison of indoor aerosol particle concentration and deposition in different ventilated rooms by numerical method , 2004 .

[25]  W. Shyy,et al.  Viscous flow computations with the method of lattice Boltzmann equation , 2003 .

[26]  O. Filippova,et al.  Grid Refinement for Lattice-BGK Models , 1998 .

[27]  Maria Fernandino,et al.  Large eddy simulation of turbulent open duct flow using a lattice Boltzmann approach , 2009, Math. Comput. Simul..

[28]  W. Shyy,et al.  A multi‐block lattice Boltzmann method for viscous fluid flows , 2002 .

[29]  Y. Qian,et al.  Lattice BGK Models for Navier-Stokes Equation , 1992 .

[30]  G. Ahmadi,et al.  Particle deposition in turbulent duct flows—comparisons of different model predictions , 2007 .

[31]  Skordos,et al.  Initial and boundary conditions for the lattice Boltzmann method. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[32]  Leon Gradoń,et al.  Lattice-Boltzmann approach for description of the structure of deposited particulate matter in fibrous filters , 2003 .

[33]  Qingyan Chen,et al.  Comparison of the Eulerian and Lagrangian methods for predicting particle transport in enclosed spaces , 2007 .

[34]  Steffen Loft,et al.  Oxidative stress-induced DNA damage by particulate air pollution. , 2005, Mutation research.

[35]  D. d'Humières,et al.  Multiple–relaxation–time lattice Boltzmann models in three dimensions , 2002, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[36]  Manfred Krafczyk,et al.  LARGE-EDDY SIMULATIONS WITH A MULTIPLE-RELAXATION-TIME LBE MODEL , 2003 .

[37]  P Wargocki,et al.  Effects of pollution from personal computers on perceived air quality, SBS symptoms and productivity in offices. , 2004, Indoor air.

[38]  Qingyan Chen,et al.  Experimental measurements and numerical simulations of particle transport and distribution in ventilated rooms , 2006 .