Direct numerical simulation and control of the flow over a backward facing ramp

Size: px
Start display at page:

Download "Direct numerical simulation and control of the flow over a backward facing ramp"

Transcription

1 Direct numerical control of the flow 2 1 IMB Université de Bordeaux, France 2 IMB Institut polytechnique de Bordeaux,France Inria Bordeaux Sud Ouest MC2 project 3rd GDR Contrôle des décollements Symposium

2 Outline

3 Outline

4 On a ground vehicle the rear window is responsible for: 30 to 45 % of the total vehicle drag Real impact on fuel consumption and CO 2 emission. Focus on the recirculation zone behind a car rear-window using a two -dimensional backward which is a benchmark of GDR Contrôle des décollements Aim of the study : Simulation and analysis of the flow behaviour over the backward Control the flow using active procedures

5 Mathematical Modelization Numerical algorithms Numerical data Outline

6 domain Ω Mathematical Modelization Numerical algorithms Numerical data Ω = (20 5) Height of the step h = 1 Inclination angle α = 25 The solid body stay still The fluid is supposed to be incompressible

7 Mathematical Modelization Numerical algorithms Numerical data Adimensional Navier-Stokes (u,p) incompressible + penalisation 1 : t U + (U )U 1 Re U + U K + p = 0 in Ω T div U = 0 U(0,.) = U 0 in Ω T in Ω where K is the non dimensional coefficient of permeability of the medium without gravity, Re = U h µ is the non dimensional Reynolds number, Ω is the full domain including the solid body, I = (0, T), Ω T = Ω I. Numerically: In the fluid: K = 10 16, In the solid body: K = Bruneau and Angot [99]

8 Boundary conditions Mathematical Modelization Numerical algorithms U = U = (u, 0) on the entrance section Γ D Numerical data U = 0 on Γ 0 σ(u, p)n (U n) (U U ref ) = σ(u ref, p ref )n on the artificial frontiers 2 Γ N, where σ(u, p) = 1 Re ( U + Ut ) pi n is the unit normal pointing outside of the (U ref, p ref ) is a reference flow. The no-slip boundary layers on the solid are obtained using the penalisation method 2 Bruneau [2000]

9 Numerical algorithms Mathematical Modelization Numerical algorithms Numerical data The space discretization is performed on staggered grids with strongly coupled equations. Second-order Gear scheme in time. Second-order centered finite differences are used for the linear terms the divergence-free equation is discretized on the pressure points. The convection terms are approximated by an upwind third order scheme. The resolution is achieved by a V-cycle multigrid algorithm coupled to a cell-by-cell relaxation procedure.

10 Numerical data Mathematical Modelization Numerical algorithms Numerical data Height of the step h = 1 h = 0.1m Upstream velocity U = 1 U = 20m/s Reynolds number: Re = 1,

11 Grid convergence Behaviour of the solution Study of the mean flow Outline

12 Grid convergence Behaviour of the solution Study of the mean flow Grid convergence Simulation time T = 1000 Three different grids: G 7 : ( ) δ x = G 8 : ( ) δ x = G 9 : ( ) δ x = Resolution Mean kinetic energy Recirculation length G G G Table: Mean kinetic energy and recirculation length

13 Grid convergence Mean velocity isolines Mean pressure isolines G7 Grid convergence Behaviour of the solution Study of the mean flow G8 G9 The grid used for the simulations is G8 (δ x = )

14 Behaviour of the solution Grid convergence Behaviour of the solution Study of the mean flow T = 50 T = 60 T = 70 T = 80 T = 90 T = 100 Figure: Evolution of vorticity field for.

15 Study of the mean flow Grid convergence Behaviour of the solution Study of the mean flow Mean pressure field. Mean vorticity field.

16 Study of the mean flow Mean velocity streamlines Numerical results Grid convergence Behaviour of the solution Study of the mean flow Experimental results( R.Joussot and A.Tracker. Orléans) Recirculation length: Numerical results :5.1 Experiments: 5.3

17 Study of the mean flow Grid convergence Behaviour of the solution Study of the mean flow Mean velocity profiles for the. The boundary layer thickness at X/h = 10 (the top edge of the step) is (3.1mm).

18 Control with continuous jets Control with synthetic jets Synthesis Outline

19 Control with continuous jets Control with synthetic jets Synthesis Active Control Two types of jets studied: Continuous jets U j = AU Synthetic jets U j = AU sin(2πft) where: U j the velocity of the jet The amplitude of the jet A = 0.6 The simulation time T = 1000 The frequency of the jet f = 20Hz (similar results with 50Hz) Three different configurations of jets: vertical jet normal jet horizontal jet

20 Active Control Control with continuous jets Vertical jet control Control with continuous jets Control with synthetic jets Synthesis Normal jet control Horizontal jet control Figure: Mean velocity streamlines

21 Active Control Control with continuous jets Control with continuous jets Control with synthetic jets Synthesis Figure: Mean velocity profile at line X/h = 11 for uncontrolled (blue line) and controlled flows using uniform jets (black for horizontal jet control, red for vertical jet control and green for normal jet control).

22 Active Control Control with synthetic jets Control with continuous jets Control with synthetic jets Synthesis Vertical jet control Normal jet control Horizontal jet control Figure: Mean velocity streamlines

23 Active Control Control with synthetic jets Vertical jet control Control with continuous jets Control with synthetic jets Synthesis Normal jet control Horizontal jet control Figure: Mean vorticity fields

24 Active Control Synthesis Vertical Normal Horizontal L r for continuous jet control L r for synthetic jet control Recirculation length L r for various controls (This length for the natural flow is 5.1). Control with continuous jets Control with synthetic jets Synthesis Vertical Normal Horizontal F p for continuous jet control F p for synthetic jet control Mean pressure force on the back wall F p for various controls (This pressure force is equal to 0.14 for the natural flow ). Horizontal and normal jets are the most efficient

25 Outline

26 The main characteristics of the are well captured Two types of jets studied: Continuous jet Synthetic jet Similar results except for the vertical jet Three different configurations of jet: Vertical jet just before the corner Normal to the ramp Horizontal to the ramp Horizontal and normal jets reduces drastically the size of the recirculation zone

27 Philippe Angot, Charles-Henri Bruneau, Pierre Fabrie A penalization method to take into account obstacles in incompressible viscous flows Numerische Mathematik,1999 C.H. Bruneau, P. Gillieron, Flow manipulation around the Ahmed body with a rear window using passive strategies Compte Rendu Acad. des Sciences, 2007 Charles-Henri Bruneau, Emmanuel Creuse, Delphine Depeyras, Patrick Gillieron, Iraj Mortazavi Active procedures to control the flow past the Ahmed body with a 25 rear window Int. J. of Aerodynamics,2011

Double penalisation method for porous-fluid problems and numerical simulation of passive and active control strategies for bluff-body flows

Double penalisation method for porous-fluid problems and numerical simulation of passive and active control strategies for bluff-body flows Double penalisation method for porous-fluid problems and numerical simulation of passive and active control strategies for bluff-body flows Iraj Mortazavi Institut Polytechnique de Bordeaux INRIA Bordeaux

More information

The behaviour of high Reynolds flows in a driven cavity

The behaviour of high Reynolds flows in a driven cavity The behaviour of high Reynolds flows in a driven cavity Charles-Henri BRUNEAU and Mazen SAAD Mathématiques Appliquées de Bordeaux, Université Bordeaux 1 CNRS UMR 5466, INRIA team MC 351 cours de la Libération,

More information

Numerical modelling and passive flow control using porous media

Numerical modelling and passive flow control using porous media Numerical modelling and passive flow control using porous media Charles-Henri Bruneau and Iraj Mortazavi Université de Bordeaux, INRIA Team MC2, CNRS UMR 5466 35 cours de la Libération, F-33405 Talence

More information

Passive control around the two-dimensional square back Ahmed body using porous devices

Passive control around the two-dimensional square back Ahmed body using porous devices Passive control around the two-dimensional square back Ahmed body using porous devices Charles-Henri Bruneau (*), Patrick Gilliéron (**) and Iraj Mortazavi (*) (*) Mathématiques Appliquées de Bordeaux

More information

Passive control around the two-dimensional square back Ahmed body using porous devices

Passive control around the two-dimensional square back Ahmed body using porous devices Passive control around the two-dimensional square back Ahmed body using porous devices Charles-Henri Bruneau (*), Patrick Gilliéron (**) and Iraj Mortazavi (*) (*) Mathématiques Appliquées de Bordeaux

More information

Vector Penalty-Projection Methods for the Solution of Unsteady Incompressible Flows

Vector Penalty-Projection Methods for the Solution of Unsteady Incompressible Flows Author manuscript, published in "5th International Symposium on Finite Volumes for Complex Applications, Aussois : France 2008)" Vector Penalty-Projection Methods for the Solution of Unsteady Incompressible

More information

Charles-Henri Bruneau 1

Charles-Henri Bruneau 1 Mathematical Modelling and Numerical Analysis M2AN, Vol. 34, N o 2, 2000, pp. 303 314 Modélisation Mathématique et Analyse Numérique BOUNDARY CONDITIONS ON ARTIFICIAL FRONTIERS FOR INCOMPRESSIBLE AND COMPRESSIBLE

More information

Optimization and control of a separated boundary-layer flow

Optimization and control of a separated boundary-layer flow Optimization and control of a separated boundary-layer flow Journal: 2011 Hawaii Summer Conferences Manuscript ID: Draft lumeetingid: 2225 Date Submitted by the Author: n/a Contact Author: PASSAGGIA, Pierre-Yves

More information

Active Control of Separated Cascade Flow

Active Control of Separated Cascade Flow Chapter 5 Active Control of Separated Cascade Flow In this chapter, the possibility of active control using a synthetic jet applied to an unconventional axial stator-rotor arrangement is investigated.

More information

ASSESSMENT OF RANS AND DES METHODS FOR THE AHMED BODY

ASSESSMENT OF RANS AND DES METHODS FOR THE AHMED BODY ECCOMAS Congress 2016 VII European Congress on Computational Methods in Applied Sciences and Engineering M. Papadrakakis, V. Papadopoulos, G. Stefanou, V. Plevris (eds.) Crete Island, Greece, 5 10 June

More information

Active Flow Control at the Rear End of a Generic Car Model Using Steady Blowing

Active Flow Control at the Rear End of a Generic Car Model Using Steady Blowing Journal of Applied Fluid Mechanics, Vol. 7, No. 4, pp. 565-571, 2014. Available online at www.jafmonline.net, ISSN 1735-3572, EISSN 1735-3645. Active Flow Control at the Rear End of a Generic Car Model

More information

Emmanuel Creusé andiraj Mortazavi

Emmanuel Creusé andiraj Mortazavi AMRX Applied Mathematics Research express 2004, No. 4 Simulation of Low Reynolds Number Flow Control over a Backward-Facing Step Using Pulsed Inlet Velocities Emmanuel Creusé andiraj Mortazavi 1 Introduction

More information

SHEAR LAYER REATTACHMENT ON A SQUARE CYLINDER WITH INCIDENCE ANGLE VARIATION

SHEAR LAYER REATTACHMENT ON A SQUARE CYLINDER WITH INCIDENCE ANGLE VARIATION Seventh International Conference on CFD in the Minerals and Process Industries CSIRO, Melbourne, Australia 9- December 9 SHEAR LAYER REATTACHMENT ON A SQUARE CYLINDER WITH INCIDENCE ANGLE VARIATION Priyanka

More information

Lagrangian acceleration in confined 2d turbulent flow

Lagrangian acceleration in confined 2d turbulent flow Lagrangian acceleration in confined 2d turbulent flow Kai Schneider 1 1 Benjamin Kadoch, Wouter Bos & Marie Farge 3 1 CMI, Université Aix-Marseille, France 2 LMFA, Ecole Centrale, Lyon, France 3 LMD, Ecole

More information

SIMULATION OF THREE-DIMENSIONAL INCOMPRESSIBLE CAVITY FLOWS

SIMULATION OF THREE-DIMENSIONAL INCOMPRESSIBLE CAVITY FLOWS ICAS 2000 CONGRESS SIMULATION OF THREE-DIMENSIONAL INCOMPRESSIBLE CAVITY FLOWS H Yao, R K Cooper, and S Raghunathan School of Aeronautical Engineering The Queen s University of Belfast, Belfast BT7 1NN,

More information

Application of the immersed boundary method to simulate flows inside and outside the nozzles

Application of the immersed boundary method to simulate flows inside and outside the nozzles Application of the immersed boundary method to simulate flows inside and outside the nozzles E. Noël, A. Berlemont, J. Cousin 1, T. Ménard UMR 6614 - CORIA, Université et INSA de Rouen, France emeline.noel@coria.fr,

More information

Decaying 2D Turbulence in Bounded Domains: Influence of the Geometry

Decaying 2D Turbulence in Bounded Domains: Influence of the Geometry Computational Physics and New Perspectives in Turbulence Y. Kaneda (Ed.) Springer, 2007, pp. 241-246 Decaying 2D Turbulence in Bounded Domains: Influence of the Geometry Kai Schneider 1 and Marie Farge

More information

LARGE EDDY SIMULATION AND FLOW CONTROL OVER A 25 RAMP MODEL

LARGE EDDY SIMULATION AND FLOW CONTROL OVER A 25 RAMP MODEL LARGE EDDY SIMULATION AND FLOW CONTROL OVER A 25 RAMP MODEL 09/11/2017 Paolo Casco Stephie Edwige Philippe Gilotte Iraj Mortazavi LES and flow control over a 25 ramp model : context 2 Context Validation

More information

Effect on heat transfer for laminar flow over Backward Facing Step with square cylinder placed inside using Higher Order Compact Scheme

Effect on heat transfer for laminar flow over Backward Facing Step with square cylinder placed inside using Higher Order Compact Scheme ISSN (e): 2250 3005 Volume, 06 Issue, 01 January 2016 International Journal of Computational Engineering Research (IJCER) Effect on heat transfer for laminar flow over Backward Facing Step with square

More information

Vector and scalar penalty-projection methods

Vector and scalar penalty-projection methods Numerical Flow Models for Controlled Fusion - April 2007 Vector and scalar penalty-projection methods for incompressible and variable density flows Philippe Angot Université de Provence, LATP - Marseille

More information

LES Study of Synthetic Jet Frequency and Amplitude Effects on a Separated Flow

LES Study of Synthetic Jet Frequency and Amplitude Effects on a Separated Flow 1 LES Study of Synthetic Jet Frequency and Amplitude Effects on a Separated Flow ONERA Applied Aerodynamic Department Pierre-Yves Pamart, Julien Dandois, Eric Garnier, Pierre Sagaut 2 Introduction Separated

More information

Active Control of Turbulence and Fluid- Structure Interactions

Active Control of Turbulence and Fluid- Structure Interactions Bonjour! Active Control of Turbulence and Fluid- Structure Interactions Yu Zhou Institute for Turbulence-Noise-Vibration Interaction and Control Shenzhen Graduate School, Harbin Institute of Technology

More information

fluid mechanics as a prominent discipline of application for numerical

fluid mechanics as a prominent discipline of application for numerical 1. fluid mechanics as a prominent discipline of application for numerical simulations: experimental fluid mechanics: wind tunnel studies, laser Doppler anemometry, hot wire techniques,... theoretical fluid

More information

Improvement of Reduced Order Modeling based on Proper Orthogonal Decomposition

Improvement of Reduced Order Modeling based on Proper Orthogonal Decomposition ICCFD5, Seoul, Korea, July 7-11, 28 p. 1 Improvement of Reduced Order Modeling based on Proper Orthogonal Decomposition Michel Bergmann, Charles-Henri Bruneau & Angelo Iollo Michel.Bergmann@inria.fr http://www.math.u-bordeaux.fr/

More information

Fundamentals of Fluid Dynamics: Elementary Viscous Flow

Fundamentals of Fluid Dynamics: Elementary Viscous Flow Fundamentals of Fluid Dynamics: Elementary Viscous Flow Introductory Course on Multiphysics Modelling TOMASZ G. ZIELIŃSKI bluebox.ippt.pan.pl/ tzielins/ Institute of Fundamental Technological Research

More information

INTER-COMPARISON AND VALIDATION OF RANS AND LES COMPUTATIONAL APPROACHES FOR ATMOSPHERIC DISPERSION AROUND A CUBIC OBSTACLE. Resources, Kozani, Greece

INTER-COMPARISON AND VALIDATION OF RANS AND LES COMPUTATIONAL APPROACHES FOR ATMOSPHERIC DISPERSION AROUND A CUBIC OBSTACLE. Resources, Kozani, Greece INTER-COMPARISON AND VALIDATION OF AND LES COMPUTATIONAL APPROACHES FOR ATMOSPHERIC DISPERSION AROUND A CUBIC OBSTACLE S. Andronopoulos 1, D.G.E. Grigoriadis 1, I. Mavroidis 2, R.F. Griffiths 3 and J.G.

More information

LES ANALYSIS ON CYLINDER CASCADE FLOW BASED ON ENERGY RATIO COEFFICIENT

LES ANALYSIS ON CYLINDER CASCADE FLOW BASED ON ENERGY RATIO COEFFICIENT 2th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics ANALYSIS ON CYLINDER CASCADE FLOW BASED ON ENERGY RATIO COEFFICIENT Wang T.*, Gao S.F., Liu Y.W., Lu Z.H. and Hu H.P. *Author

More information

Structures in the turbulent wake of an Ahmed body: LES vs Experiments using POD and some ideas about control

Structures in the turbulent wake of an Ahmed body: LES vs Experiments using POD and some ideas about control LES vs Experiments using POD and some ideas about control Stéphanie PELLERIN and Bérengère PODVIN Laboratoire d Informatique pour la Mécanique et les Sciences de l Ingénieur Context Université Paris Sud,

More information

On Decaying Two-Dimensional Turbulence in a Circular Container

On Decaying Two-Dimensional Turbulence in a Circular Container Frontiers of Computational Sciences Y. Kaneda, H. Kawamura and M. Sasai (Eds.) Springer, 2007, pp. 89-95 On Decaying Two-Dimensional Turbulence in a Circular Container Kai Schneider and Marie Farge Univesité

More information

CFD Study of Flow Over Parallel Ridges with Varying Height and Spacing

CFD Study of Flow Over Parallel Ridges with Varying Height and Spacing Proceedings of the World Congress on Engineering 21 Vol II WCE 21, June 3 - July 2, 21, London, U.K. CFD Study of Flow Over Parallel Ridges with Varying Height and Spacing Lee Chin Yik, Salim Mohamed Salim,

More information

68 Guo Wei-Bin et al Vol. 12 presented, and are thoroughly compared with other numerical data with respect to the Strouhal number, lift and drag coeff

68 Guo Wei-Bin et al Vol. 12 presented, and are thoroughly compared with other numerical data with respect to the Strouhal number, lift and drag coeff Vol 12 No 1, January 2003 cfl 2003 Chin. Phys. Soc. 1009-1963/2003/12(01)/0067-08 Chinese Physics and IOP Publishing Ltd Lattice-BGK simulation of a two-dimensional channel flow around a square cylinder

More information

Simulating Drag Crisis for a Sphere Using Skin Friction Boundary Conditions

Simulating Drag Crisis for a Sphere Using Skin Friction Boundary Conditions Simulating Drag Crisis for a Sphere Using Skin Friction Boundary Conditions Johan Hoffman May 14, 2006 Abstract In this paper we use a General Galerkin (G2) method to simulate drag crisis for a sphere,

More information

Large Eddy Simulation as a Powerful Engineering Tool for Predicting Complex Turbulent Flows and Related Phenomena

Large Eddy Simulation as a Powerful Engineering Tool for Predicting Complex Turbulent Flows and Related Phenomena 29 Review Large Eddy Simulation as a Powerful Engineering Tool for Predicting Complex Turbulent Flows and Related Phenomena Masahide Inagaki Abstract Computational Fluid Dynamics (CFD) has been applied

More information

Due Tuesday, November 23 nd, 12:00 midnight

Due Tuesday, November 23 nd, 12:00 midnight Due Tuesday, November 23 nd, 12:00 midnight This challenging but very rewarding homework is considering the finite element analysis of advection-diffusion and incompressible fluid flow problems. Problem

More information

DYNAMICS OF CONTROLLED BOUNDARY LAYER SEPARATION

DYNAMICS OF CONTROLLED BOUNDARY LAYER SEPARATION p.1 DYNAMICS OF CONTROLLED BOUNDARY LAYER SEPARATION Václav Uruba, Martin Knob Institute of Thermomechanics, AS CR, v. v. i., Praha Abstract: The results of experimental study on a boundary layer separation

More information

COURSE ON VEHICLE AERODYNAMICS Prof. Tamás Lajos University of Rome La Sapienza 1999

COURSE ON VEHICLE AERODYNAMICS Prof. Tamás Lajos University of Rome La Sapienza 1999 COURSE ON VEHICLE AERODYNAMICS Prof. Tamás Lajos University of Rome La Sapienza 1999 1. Introduction Subject of the course: basics of vehicle aerodynamics ground vehicle aerodynamics examples in car, bus,

More information

Numerical Simulation of Newtonian and Non-Newtonian Flows in Bypass

Numerical Simulation of Newtonian and Non-Newtonian Flows in Bypass Numerical Simulation of Newtonian and Non-Newtonian Flows in Bypass Vladimír Prokop, Karel Kozel Czech Technical University Faculty of Mechanical Engineering Department of Technical Mathematics Vladimír

More information

Zonal hybrid RANS-LES modeling using a Low-Reynolds-Number k ω approach

Zonal hybrid RANS-LES modeling using a Low-Reynolds-Number k ω approach Zonal hybrid RANS-LES modeling using a Low-Reynolds-Number k ω approach S. Arvidson 1,2, L. Davidson 1, S.-H. Peng 1,3 1 Chalmers University of Technology 2 SAAB AB, Aeronautics 3 FOI, Swedish Defence

More information

1. Introduction, tensors, kinematics

1. Introduction, tensors, kinematics 1. Introduction, tensors, kinematics Content: Introduction to fluids, Cartesian tensors, vector algebra using tensor notation, operators in tensor form, Eulerian and Lagrangian description of scalar and

More information

Simulation and improvement of the ventilation of a welding workshop using a Finite volume scheme code

Simulation and improvement of the ventilation of a welding workshop using a Finite volume scheme code 1 st. Annual (National) Conference on Industrial Ventilation-IVC2010 Feb 24-25, 2010, Sharif University of Technology, Tehran, Iran IVC2010 Simulation and improvement of the ventilation of a welding workshop

More information

An Immersed Boundary Method for Computing Anisotropic Permeability of Structured Porous Media

An Immersed Boundary Method for Computing Anisotropic Permeability of Structured Porous Media An Immersed Boundary Method for Computing Anisotropic Permeability of Structured Porous Media D.J. Lopez Penha a, B.J. Geurts a, S. Stolz a,b, M. Nordlund b a Dept. of Applied Mathematics, University of

More information

Cranfield University, Cranfield, Bedfordshire, MK43 0AL, United Kingdom. Cranfield University, Cranfield, Bedfordshire, MK43 0AL, United Kingdom

Cranfield University, Cranfield, Bedfordshire, MK43 0AL, United Kingdom. Cranfield University, Cranfield, Bedfordshire, MK43 0AL, United Kingdom MultiScience - XXX. microcad International Multidisciplinary Scientific Conference University of Miskolc, Hungary, 21-22 April 2016, ISBN 978-963-358-113-1 NUMERICAL INVESTIGATION OF AN INCOMPRESSIBLE

More information

Suppression of 3D flow instabilities in tightly packed tube bundles

Suppression of 3D flow instabilities in tightly packed tube bundles Suppression of 3D flow instabilities in tightly packed tube bundles Nicholas Kevlahan kevlahan@mcmaster.ca Department of Mathematics & Statistics CSFD, June 13 15 2004 p.1/33 Collaborators CSFD, June 13

More information

ON USING ARTIFICIAL COMPRESSIBILITY METHOD FOR SOLVING TURBULENT FLOWS

ON USING ARTIFICIAL COMPRESSIBILITY METHOD FOR SOLVING TURBULENT FLOWS Conference Applications of Mathematics 212 in honor of the 6th birthday of Michal Křížek. Institute of Mathematics AS CR, Prague 212 ON USING ARTIFICIAL COMPRESSIBILITY METHOD FOR SOLVING TURBULENT FLOWS

More information

RECONSTRUCTION OF TURBULENT FLUCTUATIONS FOR HYBRID RANS/LES SIMULATIONS USING A SYNTHETIC-EDDY METHOD

RECONSTRUCTION OF TURBULENT FLUCTUATIONS FOR HYBRID RANS/LES SIMULATIONS USING A SYNTHETIC-EDDY METHOD RECONSTRUCTION OF TURBULENT FLUCTUATIONS FOR HYBRID RANS/LES SIMULATIONS USING A SYNTHETIC-EDDY METHOD N. Jarrin 1, A. Revell 1, R. Prosser 1 and D. Laurence 1,2 1 School of MACE, the University of Manchester,

More information

NUMERICAL SIMULATIONS OF FLOW, HEAT TRANSFER AND CONJUGATE HEAT TRANSFER IN THE BACKWARD-FACING STEP GEOMETRY

NUMERICAL SIMULATIONS OF FLOW, HEAT TRANSFER AND CONJUGATE HEAT TRANSFER IN THE BACKWARD-FACING STEP GEOMETRY Mecánica Computacional Vol XXXII, págs. 3265-3278 (artículo completo) Carlos G. García Garino, Aníbal E. Mirasso, Mario A. Storti, Miguel E. Tornello (Eds.) Mendoza, Argentina, 19-22 Noviembre 2013 NUMERICAL

More information

On the generation of a reverse Von Karman street for the controlled cylinder wake in the laminar regime

On the generation of a reverse Von Karman street for the controlled cylinder wake in the laminar regime On the generation of a reverse Von Karman street for the controlled cylinder wake in the laminar regime Michel Bergmann, Laurent Cordier, Jean-Pierre Brancher To cite this version: Michel Bergmann, Laurent

More information

Une méthode de pénalisation par face pour l approximation des équations de Navier-Stokes à nombre de Reynolds élevé

Une méthode de pénalisation par face pour l approximation des équations de Navier-Stokes à nombre de Reynolds élevé Une méthode de pénalisation par face pour l approximation des équations de Navier-Stokes à nombre de Reynolds élevé CMCS/IACS Ecole Polytechnique Federale de Lausanne Erik.Burman@epfl.ch Méthodes Numériques

More information

DIRECT NUMERICAL SIMULATION IN A LID-DRIVEN CAVITY AT HIGH REYNOLDS NUMBER

DIRECT NUMERICAL SIMULATION IN A LID-DRIVEN CAVITY AT HIGH REYNOLDS NUMBER Conference on Turbulence and Interactions TI26, May 29 - June 2, 26, Porquerolles, France DIRECT NUMERICAL SIMULATION IN A LID-DRIVEN CAVITY AT HIGH REYNOLDS NUMBER E. Leriche, Laboratoire d Ingénierie

More information

Proceedings of the 4th Joint US-European Fluids Engineering Division Summer Meeting ASME-FEDSM2014 August 3-7, 2014, Chicago, Illinois, USA

Proceedings of the 4th Joint US-European Fluids Engineering Division Summer Meeting ASME-FEDSM2014 August 3-7, 2014, Chicago, Illinois, USA Proceedings of the 4th Joint US-European Fluids Engineering Division Summer Meeting ASME-FEDSM4 August 3-7, 4, Chicago, Illinois, USA FEDSM4-38 SUPPRESSION OF UNSTEADY VORTEX SHEDDING FROM A CIRCULAR CYLINDER

More information

REE Internal Fluid Flow Sheet 2 - Solution Fundamentals of Fluid Mechanics

REE Internal Fluid Flow Sheet 2 - Solution Fundamentals of Fluid Mechanics REE 307 - Internal Fluid Flow Sheet 2 - Solution Fundamentals of Fluid Mechanics 1. Is the following flows physically possible, that is, satisfy the continuity equation? Substitute the expressions for

More information

Aerodynamic Investigation of a 2D Wing and Flows in Ground Effect

Aerodynamic Investigation of a 2D Wing and Flows in Ground Effect 26 2 2009 3 CHINESE JOURNAL OF COMPUTATIONAL PHYSICS Vol. 26,No. 2 Mar., 2009 Article ID : 10012246 X(2009) 0220231210 Aerodynamic Investigation of a 2D Wing and Flows in Ground Effect YANG Wei, YANG Zhigang

More information

FINITE-DIFFERENCE IMPLEMENTATION OF LATTICE BOLTZMANN METHOD FOR USE WITH NON-UNIFORM GRIDS

FINITE-DIFFERENCE IMPLEMENTATION OF LATTICE BOLTZMANN METHOD FOR USE WITH NON-UNIFORM GRIDS 7. ANKARA INTERNATIONAL AEROSPACE CONFERENCE AIAC-2013-143 11-13 September 2013 - METU, Ankara TURKEY FINITE-DIFFERENCE IMPLEMENTATION OF LATTICE BOLTZMANN METHOD FOR USE WITH NON-UNIFORM GRIDS Fatih ÇEVİK

More information

International Conference on Energy Efficient Technologies For Automobiles (EETA 15) Journal of Chemical and Pharmaceutical Sciences ISSN:

International Conference on Energy Efficient Technologies For Automobiles (EETA 15) Journal of Chemical and Pharmaceutical Sciences ISSN: HEAT TRANSFER ENHANCEMENT WITH PRESSURE LOSS REDUCTION IN COMPACT HEAT EXCHANGERS USING VORTEX GENERATORS Viswajith M V*, Gireesh Kumaran Thampi, James Varghese Department of Mechanical Engineering, School

More information

Résonance et contrôle en cavité ouverte

Résonance et contrôle en cavité ouverte Résonance et contrôle en cavité ouverte Jérôme Hœpffner KTH, Sweden Avec Espen Åkervik, Uwe Ehrenstein, Dan Henningson Outline The flow case Investigation tools resonance Reduced dynamic model for feedback

More information

Two-Dimensional Unsteady Flow in a Lid Driven Cavity with Constant Density and Viscosity ME 412 Project 5

Two-Dimensional Unsteady Flow in a Lid Driven Cavity with Constant Density and Viscosity ME 412 Project 5 Two-Dimensional Unsteady Flow in a Lid Driven Cavity with Constant Density and Viscosity ME 412 Project 5 Jingwei Zhu May 14, 2014 Instructor: Surya Pratap Vanka 1 Project Description The objective of

More information

Numerical Investigation of Laminar Unsteady Wakes Behind Two Inline Square Cylinders Confined in a Channel

Numerical Investigation of Laminar Unsteady Wakes Behind Two Inline Square Cylinders Confined in a Channel Engineering Applications of Computational Fluid Mechanics ISSN: 1994-2060 (Print) 1997-003X (Online) Journal homepage: http://www.tandfonline.com/loi/tcfm20 Numerical Investigation of Laminar Unsteady

More information

CFD STUDY OF MASS TRANSFER IN SPACER FILLED MEMBRANE MODULE

CFD STUDY OF MASS TRANSFER IN SPACER FILLED MEMBRANE MODULE GANIT J. Bangladesh Math. Soc. (ISSN 1606-3694) 31 (2011) 33-41 CFD STUDY OF MASS TRANSFER IN SPACER FILLED MEMBRANE MODULE Sharmina Hussain Department of Mathematics and Natural Science BRAC University,

More information

Numerical Study on Flow Field for a Solar Collector at Various Inflow Incidence Angles *

Numerical Study on Flow Field for a Solar Collector at Various Inflow Incidence Angles * Journal of Aeronautics, Astronautics and Aviation, Vol.46, No.4 pp.241 248 (2014) 241 DOI:10.6125/14-0728-808 Numerical Study on Flow Field for a Solar Collector at Various Inflow Incidence Angles * Uzu-Kuei

More information

Modeling and numerical simulations of swimmers

Modeling and numerical simulations of swimmers Plafrim, may 31, 2011 p. 1 Modeling and numerical simulations of swimmers Michel Bergmann INRIA Bordeaux Sud-Ouest, project-team MC2 Institut de Mathématiques Appliquées de Bordeaux 33405 TALENCE cedex,

More information

Pressure-velocity correction method Finite Volume solution of Navier-Stokes equations Exercise: Finish solving the Navier Stokes equations

Pressure-velocity correction method Finite Volume solution of Navier-Stokes equations Exercise: Finish solving the Navier Stokes equations Today's Lecture 2D grid colocated arrangement staggered arrangement Exercise: Make a Fortran program which solves a system of linear equations using an iterative method SIMPLE algorithm Pressure-velocity

More information

INSTITUTTET FOR BYGNINGSTEKNIK DEPT. OF BUILDING TECHNOLOGY AND STRUCTURAL ENGINEERING AALBORG UNIVERSITET AAU AALBORG DANMARK

INSTITUTTET FOR BYGNINGSTEKNIK DEPT. OF BUILDING TECHNOLOGY AND STRUCTURAL ENGINEERING AALBORG UNIVERSITET AAU AALBORG DANMARK INSTITUTTET FOR BYGNINGSTEKNIK DEPT. OF BUILDING TECHNOLOGY AND STRUCTURAL ENGINEERING AALBORG UNIVERSITET AAU AALBORG DANMARK Lars Davidson and Peter V. Nielsen A Study of Laminar Backward-Facing Step

More information

Simulation of the Periodically Perturbed Separated and Reattaching Flow over a Backward-Facing Step

Simulation of the Periodically Perturbed Separated and Reattaching Flow over a Backward-Facing Step Journal of Applied Fluid Mechanics, Vol. 3, No. 2, pp. -8, 2. Available online at www.jafmonline.net, ISSN 735-3645. Simulation of the Periodically Perturbed Separated and Reattaching Flow over a Backward-Facing

More information

Meysam ATASHAFROOZ, Seyyed Abdolreza GANDJALIKHAN NASSAB, and Amir Babak ANSARI

Meysam ATASHAFROOZ, Seyyed Abdolreza GANDJALIKHAN NASSAB, and Amir Babak ANSARI THERMAL SCIENCE: Year 014, Vol. 18, No., pp. 479-49 479 NUMERICAL INVESTIGATION OF ENTROPY GENERATION IN LAMINAR FORCED CONVECTION FLOW OVER INCLINED BACKWARD AND FORWARD FACING STEPS IN A DUCT UNDER BLEEDING

More information

A Discussion of Low Reynolds Number Flow for the Two-Dimensional Benchmark Test Case

A Discussion of Low Reynolds Number Flow for the Two-Dimensional Benchmark Test Case A Discussion of Low Reynolds Number Flow for the Two-Dimensional Benchmark Test Case M. Weng, P. V. Nielsen and L. Liu Aalborg University Introduction. The use of CFD in ventilation research has arrived

More information

Helically forced MHD flows in confined cylindrical geometries

Helically forced MHD flows in confined cylindrical geometries Helically forced MHD flows in confined cylindrical geometries Malcolm Roberts 1, Matthieu Leroy 1, Jorge Morales 2, Wouter Bos 2, Kai Schneider 1 1 M2P2, Aix-Marseille University, 38 Rue Frédéric Joliot-Curie

More information

Microscopic Momentum Balance Equation (Navier-Stokes)

Microscopic Momentum Balance Equation (Navier-Stokes) CM3110 Transport I Part I: Fluid Mechanics Microscopic Momentum Balance Equation (Navier-Stokes) Professor Faith Morrison Department of Chemical Engineering Michigan Technological University 1 Microscopic

More information

Development of a Parallel, 3D, Lattice Boltzmann Method CFD Solver for Simulation of Turbulent Reactor Flow

Development of a Parallel, 3D, Lattice Boltzmann Method CFD Solver for Simulation of Turbulent Reactor Flow DOE-FIU SCIENCE & TECHNOLOGY WORKFORCE DEVELOPMENT PROGRAM STUDENT SUMMER INTERNSHIP TECHNICAL REPORT June 4, 2012 to August 10, 2012 Development of a Parallel, 3D, Lattice Boltzmann Method CFD Solver

More information

FLUID MECHANICS. Atmosphere, Ocean. Aerodynamics. Energy conversion. Transport of heat/other. Numerous industrial processes

FLUID MECHANICS. Atmosphere, Ocean. Aerodynamics. Energy conversion. Transport of heat/other. Numerous industrial processes SG2214 Anders Dahlkild Luca Brandt FLUID MECHANICS : SG2214 Course requirements (7.5 cr.) INL 1 (3 cr.) 3 sets of home work problems (for 10 p. on written exam) 1 laboration TEN1 (4.5 cr.) 1 written exam

More information

Available online at ScienceDirect. Procedia Engineering 79 (2014 ) 49 54

Available online at  ScienceDirect. Procedia Engineering 79 (2014 ) 49 54 Available online at www.sciencedirect.com ScienceDirect Procedia Engineering 79 (2014 ) 49 54 37th National Conference on Theoretical and Applied Mechanics (37th NCTAM 2013) & The 1st International Conference

More information

Département AUTOMATIQUE

Département AUTOMATIQUE Bombardier Toyota Railway industry 10 000 employees 1 st European region for railway 4 International manufacturers leaders 1 Billion euros sales revenue LAMIH Alstom MCA Automobile industry 36 000 employees

More information

FLOW OVER A GIVEN PROFILE IN A CHANNEL WITH DYNAMICAL EFFECTS

FLOW OVER A GIVEN PROFILE IN A CHANNEL WITH DYNAMICAL EFFECTS Proceedings of Czech Japanese Seminar in Applied Mathematics 2004 August 4-7, 2004, Czech Technical University in Prague http://geraldine.fjfi.cvut.cz pp. 63 72 FLOW OVER A GIVEN PROFILE IN A CHANNEL WITH

More information

Numerical Investigation of the Transonic Base Flow of A Generic Rocket Configuration

Numerical Investigation of the Transonic Base Flow of A Generic Rocket Configuration 1 Numerical Investigation of the Transonic Base Flow of A Generic Rocket Configuration A. Henze, C. Glatzer, M. Meinke, W. Schröder Institute of Aerodynamics, RWTH Aachen University, Germany March 21,

More information

BLUFF-BODY AERODYNAMICS

BLUFF-BODY AERODYNAMICS International Advanced School on WIND-EXCITED AND AEROELASTIC VIBRATIONS OF STRUCTURES Genoa, Italy, June 12-16, 2000 BLUFF-BODY AERODYNAMICS Lecture Notes by Guido Buresti Department of Aerospace Engineering

More information

Department of Mechanical Engineering

Department of Mechanical Engineering Department of Mechanical Engineering AMEE401 / AUTO400 Aerodynamics Instructor: Marios M. Fyrillas Email: eng.fm@fit.ac.cy HOMEWORK ASSIGNMENT #2 QUESTION 1 Clearly there are two mechanisms responsible

More information

Flow control on a 3D backward facing ramp by pulsed jets

Flow control on a 3D backward facing ramp by pulsed jets Acknowledgements: This work was carried out in the framework of the FOSCO project, supported by ic ARTS Flow control on a 3D backward facing ramp by pulsed jets 3 rd GDR Symposium P. Joseph a, D. Bortolus

More information

Natural convection adjacent to a sidewall with three fins in a differentially heated cavity

Natural convection adjacent to a sidewall with three fins in a differentially heated cavity ANZIAM J. 48 (CTAC2006) pp.c806 C819, 2007 C806 Natural convection adjacent to a sidewall with three fins in a differentially heated cavity F. Xu 1 J. C. Patterson 2 C. Lei 3 (Received 31 August 2006;

More information

Fluid Dynamics: Theory, Computation, and Numerical Simulation Second Edition

Fluid Dynamics: Theory, Computation, and Numerical Simulation Second Edition Fluid Dynamics: Theory, Computation, and Numerical Simulation Second Edition C. Pozrikidis m Springer Contents Preface v 1 Introduction to Kinematics 1 1.1 Fluids and solids 1 1.2 Fluid parcels and flow

More information

3D Numerical Study on Laminar Forced Convection in V-Baffled Square Channel

3D Numerical Study on Laminar Forced Convection in V-Baffled Square Channel American Journal of Applied Sciences 10 (10): 1287-1297, 2013 ISSN: 1546-9239 2013 Boonloi and Jedsadaratanachai, This open access article is distributed under a Creative Commons Attribution (CC-BY) 3.0

More information

Nonlinear shape evolution of immiscible two-phase interface

Nonlinear shape evolution of immiscible two-phase interface Nonlinear shape evolution of immiscible two-phase interface Francesco Capuano 1,2,*, Gennaro Coppola 1, Luigi de Luca 1 1 Dipartimento di Ingegneria Industriale (DII), Università di Napoli Federico II,

More information

Computational study of flow around a simplified car body

Computational study of flow around a simplified car body Journal of Wind Engineering and Industrial Aerodynamics 96 (2008) 1207 1217 www.elsevier.com/locate/jweia Computational study of flow around a simplified car body Emmanuel Guilmineau Laboratoire de Mécanique

More information

TURBULENT FLOW ACROSS A ROTATING CYLINDER WITH SURFACE ROUGHNESS

TURBULENT FLOW ACROSS A ROTATING CYLINDER WITH SURFACE ROUGHNESS HEFAT2014 10 th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics 14 16 July 2014 Orlando, Florida TURBULENT FLOW ACROSS A ROTATING CYLINDER WITH SURFACE ROUGHNESS Everts, M.,

More information

Basic concepts in viscous flow

Basic concepts in viscous flow Élisabeth Guazzelli and Jeffrey F. Morris with illustrations by Sylvie Pic Adapted from Chapter 1 of Cambridge Texts in Applied Mathematics 1 The fluid dynamic equations Navier-Stokes equations Dimensionless

More information

Numerical solutions of 2-D incompressible driven cavity flow with wavy bottom surface

Numerical solutions of 2-D incompressible driven cavity flow with wavy bottom surface American Journal of Applied Mathematics 015; (1-1): 0-4 Published online December 5, 014 (http://www.sciencepublishinggroup.com/j/ajam) doi: 10.11648/j.ajam.s.01500101.14 ISSN: 0-004 (Print); ISSN: 0-006X

More information

PEMP ACD2505. M.S. Ramaiah School of Advanced Studies, Bengaluru

PEMP ACD2505. M.S. Ramaiah School of Advanced Studies, Bengaluru Two-Dimensional Potential Flow Session delivered by: Prof. M. D. Deshpande 1 Session Objectives -- At the end of this session the delegate would have understood PEMP The potential theory and its application

More information

Investigation of relationship between drag and lift coefficients for a generic car model

Investigation of relationship between drag and lift coefficients for a generic car model Investigation of relationship between drag and lift coefficients for a generic car model Ivan Dobrev, Fawaz Massouh To cite this version: Ivan Dobrev, Fawaz Massouh. Investigation of relationship between

More information

SENSITIVITY ANALYSIS OF THE FACTORS AFFECTING FORCE GENERATION BY WING FLAPPING MOTION

SENSITIVITY ANALYSIS OF THE FACTORS AFFECTING FORCE GENERATION BY WING FLAPPING MOTION Proceedings of the ASME 2013 International Mechanical Engineering Congress and Exposition IMECE2013 November 15-21, 2013, San Diego, California, USA IMECE2013-65472 SENSITIVITY ANALYSIS OF THE FACTORS

More information

S. Varela, G. Usera, A. Vernet & J. A. Ferré. Abstract

S. Varela, G. Usera, A. Vernet & J. A. Ferré. Abstract Advances in Fluid Mechanics X 313 Numerical simulation of heat transfer and temperature distribution in a printed circuit board enclosure model for different geometries and Reynolds numbers 1 2 1 1 S.

More information

2-D CFD analysis of passenger compartment for thermal comfort and ventilation

2-D CFD analysis of passenger compartment for thermal comfort and ventilation 2-D CFD analysis of passenger compartment for thermal comfort and ventilation Ajay Giri 1*, Brajesh Tripathi 2 and H.C. Thakur 3 *1, 3 School of Engineering, Gautam Buddha University, Greater Noida, U.P,

More information

7/24/2009. CFD study of a passenger car HVAC system. Marcelo Kruger Victor Arume de Souza Regis Ataides Martin Kessler Cesareo de La Rosa Siqueira

7/24/2009. CFD study of a passenger car HVAC system. Marcelo Kruger Victor Arume de Souza Regis Ataides Martin Kessler Cesareo de La Rosa Siqueira CFD study of a passenger car HVAC system CFD study of a passenger car HVAC system Marcelo Kruger Victor Arume de Souza Regis Ataides Martin Kessler Cesareo de La Rosa Siqueira Gustavo Maia Vinicius Leal

More information

Discrete Projection Methods for Incompressible Fluid Flow Problems and Application to a Fluid-Structure Interaction

Discrete Projection Methods for Incompressible Fluid Flow Problems and Application to a Fluid-Structure Interaction Discrete Projection Methods for Incompressible Fluid Flow Problems and Application to a Fluid-Structure Interaction Problem Jörg-M. Sautter Mathematisches Institut, Universität Düsseldorf, Germany, sautter@am.uni-duesseldorf.de

More information

Opposed Flow Impact on Flame Spread Above Liquid Fuel Pools

Opposed Flow Impact on Flame Spread Above Liquid Fuel Pools Opposed Flow Impact on Flame Spread Above Liquid s Jinsheng Cai, Feng Liu, and William A. Sirignano Department of Mechanical and Aerospace Engineering University of California, Irvine, CA 92697-3975 Abstract

More information

DIRECT NUMERICAL SIMULATION OF SPATIALLY DEVELOPING TURBULENT BOUNDARY LAYER FOR SKIN FRICTION DRAG REDUCTION BY WALL SURFACE-HEATING OR COOLING

DIRECT NUMERICAL SIMULATION OF SPATIALLY DEVELOPING TURBULENT BOUNDARY LAYER FOR SKIN FRICTION DRAG REDUCTION BY WALL SURFACE-HEATING OR COOLING DIRECT NUMERICAL SIMULATION OF SPATIALLY DEVELOPING TURBULENT BOUNDARY LAYER FOR SKIN FRICTION DRAG REDUCTION BY WALL SURFACE-HEATING OR COOLING Yukinori Kametani Department of mechanical engineering Keio

More information

Study of Forced and Free convection in Lid driven cavity problem

Study of Forced and Free convection in Lid driven cavity problem MIT Study of Forced and Free convection in Lid driven cavity problem 18.086 Project report Divya Panchanathan 5-11-2014 Aim To solve the Navier-stokes momentum equations for a lid driven cavity problem

More information

A unifying model for fluid flow and elastic solid deformation: a novel approach for fluid-structure interaction and wave propagation

A unifying model for fluid flow and elastic solid deformation: a novel approach for fluid-structure interaction and wave propagation A unifying model for fluid flow and elastic solid deformation: a novel approach for fluid-structure interaction and wave propagation S. Bordère a and J.-P. Caltagirone b a. CNRS, Univ. Bordeaux, ICMCB,

More information

Application of a Virtual-Boundary Method for the Numerical Study of Oscillations Developing Behind a Cylinder Near A Plane Wall

Application of a Virtual-Boundary Method for the Numerical Study of Oscillations Developing Behind a Cylinder Near A Plane Wall Fluid Dynamics, Vol. 39, No. 1, 2004, pp. 61 68. Translated from Izvestiya Rossiiskoi Academii Nauk, Mekhanika Zhidkosti i Gaza, No. 1, 2004, pp. 69 77. Original Russian Text Copyright 2004 by Kit, Nikitin,

More information

CFD Time Evolution of Heat Transfer Around A Bundle of Tubes In Staggered Configuration. G.S.T.A. Bangga 1*, W.A. Widodo 2

CFD Time Evolution of Heat Transfer Around A Bundle of Tubes In Staggered Configuration. G.S.T.A. Bangga 1*, W.A. Widodo 2 CFD Time Evolution of Heat Transfer Around A Bundle of Tubes In Staggered Configuration G.S.T.A. Bangga 1*, W.A. Widodo 2 1,2 Department of mechanical engineering Field of study energy conversion Institut

More information

STEADY AND UNSTEADY 2D NUMERICAL SOLUTION OF GENERALIZED NEWTONIAN FLUIDS FLOW. Radka Keslerová, Karel Kozel

STEADY AND UNSTEADY 2D NUMERICAL SOLUTION OF GENERALIZED NEWTONIAN FLUIDS FLOW. Radka Keslerová, Karel Kozel Conference Applications of Mathematics 1 in honor of the th birthday of Michal Křížek. Institute of Mathematics AS CR, Prague 1 STEADY AND UNSTEADY D NUMERICAL SOLUTION OF GENERALIZED NEWTONIAN FLUIDS

More information

Studies on the Transition of the Flow Oscillations over an Axisymmetric Open Cavity Model

Studies on the Transition of the Flow Oscillations over an Axisymmetric Open Cavity Model Advances in Aerospace Science and Applications. ISSN 2277-3223 Volume 3, Number 2 (2013), pp. 83-90 Research India Publications http://www.ripublication.com/aasa.htm Studies on the Transition of the Flow

More information

SELF-SUSTAINED OSCILLATIONS AND BIFURCATIONS OF MIXED CONVECTION IN A MULTIPLE VENTILATED ENCLOSURE

SELF-SUSTAINED OSCILLATIONS AND BIFURCATIONS OF MIXED CONVECTION IN A MULTIPLE VENTILATED ENCLOSURE Computational Thermal Sciences, 3 (1): 63 72 (2011) SELF-SUSTAINED OSCILLATIONS AND BIFURCATIONS OF MIXED CONVECTION IN A MULTIPLE VENTILATED ENCLOSURE M. Zhao, 1, M. Yang, 1 M. Lu, 1 & Y. W. Zhang 2 1

More information