Transition Flow and Aeroacoustic Analysis of NACA0018 Satish Kumar B, Fred Mendonç a, Ghuiyeon Kim, Hogeon Kim

Size: px
Start display at page:

Download "Transition Flow and Aeroacoustic Analysis of NACA0018 Satish Kumar B, Fred Mendonç a, Ghuiyeon Kim, Hogeon Kim"

Transcription

1 Transition Flow and Aeroacoustic Analysis of NACA0018 Satish Kumar B, Fred Mendonç a, Ghuiyeon Kim, Hogeon Kim

2 Transition Flow and Aeroacoustic Analysis of NACA0018 Satish Kumar B, Fred Mendonç a, Ghuiyeon Kim, Hogeon Kim

3 Transition Flow and Aeroacoustic Analysis of NACA0018 Satish Kumar B, Fred Mendonç a, Ghuiyeon Kim, Hogeon Kim

4 Contents Introduction Geometry & Computational Domain Meshing Details Boundary Conditions Steady State Analysis Preliminary Study Unsteady LES Acoustic & Spectral Analysis Comparison with Experiments References

5 Introduction Whistling noise from the side mirror at high speed is an ongoing serious issue for both design and aero-acoustic performance of a vehicle. Design changes in the side mirror for reducing its contribution to the total drag of vehicle and also to improve the fuel economy potentially cause a discrete noise by flow transition from Laminar to Turbulent via the growth of Tollmein - Schlichting (T-S) instability waves. Simple case of flow over NACA0018 aerofoil at Re=1.6e5 is considered to analyze the complex features of flow transition and its associated noise at fundamental level.

6 Aerofoil and Computational Domain Aerofoil: NACA0018 Aerofoil Angle of Attack (AOA): 6 Degrees Aerofoil Chord Length(CL):0.08 m Aerofoil Span:0.16 m (2CL) Free stream Diameter: 2 m (25CL) Trailing Edge Thickness:8e-5 m (0.002CL)

7 Mesh Modeling Mesh Models Surface Remesher Trimmer Prism Layer Mesher Reference Values: Prism Layer Stretching: 1.1 Base Size: 4 mm Maximum cell size: 1600 % Number of prism layers: 15 Prism layer thickness: 1 mm Surface size: Relative min. size: 0.5 mm Relative target size: 64 mm Template Growth Rate: Default growth rate: Slow Boundary growth rate: Medium

8 Mesh Volumetric Controls 2 mm

9 Mesh Volume Number of cells: 11 Million Y+ approximately 1 on complete airfoil surface Prism Layers: 15 Prism Layer Thickness: 1 mm Prism Layer Stretching: 1.1 Predominantly Hexahedral in the free stream domain

10 Steady State Physics Preliminary analysis Physics Models: Air Three Dimensional Steady State Ideal Gas Segregated Flow Solver Segregated Energy Solver K-Omega SST Turbulence All Y + wall Treatment Reference Values: Reference Pressure: Pa Initial Conditions: Static Pressure:0.0 Pa (Gauge) Static Temperature:300 k Turbulent Intensity:0.01 Turbulent Viscosity Ratio:10 Velocity:[30,0,0] m/s

11 Boundary Conditions Boundary Conditions: Free Stream Mach Number: Static Temperature: 300 K Pressure: 0 Pa Turbulence Intensity: 0.01 Turbulent Viscosity Ratio: 10 Free Stream Non Reflecting B.C Advantageous than Reflecting B.C such as Velocity Inlet Pressure Inlet or Outlet

12 Steady State Mesh Frequency Cut Off Measure of mesh ability in terms of resolution to capture the turbulent flow structures in the frequency of interest. Demonstrates ability of mesh to predict well beyond 1kHz in the boundary layer Defined in terms of Isotropic Fluctuating component of Velocity and the Cell Dimension in direction of interest. f MC 2 k / 3 ( Hz ) 2D

13 Steady State Scalar Contours (Z=0.08 m) Turbulent Viscosity Ratio Velocity Magnitude

14 Steady State Pressure Coefficients

15 Unsteady LES Physics Physics Models: Air Three Dimensional Implicit Unsteady Ideal Gas Segregated Flow Solver Segregated Energy Solver LES Turbulence 1 Time Step[s]= 10*Maximum Frequency Resolution [Hz] Highest Frequency to be resolved: 10,000 Hz Time Step: 1e-5 s WALE (Wall Adapting Local Eddy) Sub grid Scale All Y + wall Treatment Aero acoustics Ffwocs Williams-Hawkings Reference Values: Reference Pressure: Pa Initial Conditions: Started from Steady RANS Calculation

16 Unsteady Pressure Coefficients : Instantaneous No instabilities indicate laminar flow on pressure side and leading edge suction side Pressure side : Breakdown to turbulence Suction side: Breakdown to turbulence Indicates suction-side inception and growth of T-S instabilities

17 Pressure Coefficients: Unsteady Mean Vs Steady

18 Scalar Contours: Wall Shear Stress (suction side)

19 Scalar Contours: Suction Side Q-Criterion (3D Vorticity) Velocity contours on Iso-surface of Q= +10

20 Computed Instantaneous vorticity field at TE

21 Acoustic Analysis Free- space Green s function based FW-H solver used in STAR- CCM+ environment for the computation of sound propagation. Aerofoil surface is considered as the impermeable dipolar source. Receiver location is chosen as the same point considered in previous computations and experiments to compare and validate the SPL at tonal frequency. The acoustic pressure signal build at the receiver location is generated from the integration of signals from the all the source elements of aerofoil surface.

22 Fast Fourier Transform of Radiated Pressure at FW-H Receiver ( L: STAR-CCM+, R: CFD Reference)

23 Spectral Analysis Point Spectra: Point located above Suction side near the trailing edge at approx. 0.8*chord Shows peak at 2358 Hz Surface Spectra: Pressure and Suction sides Shows localized excitations at various selected frequencies Symmetry Plane Spectra Shows localized excitations at various selected frequencies Shows localized and near-field radiation (directivity) patterns

24 Suction Side Pressure Spectra 2358 Hz 1000Hz 1500Hz 2000Hz 2358 Hz 2500Hz 3000Hz

25 Pressure Side Pressure Spectra 2358 Hz 1000Hz 1500Hz 2000Hz 2358 Hz 2500Hz 3000Hz

26 Symmetry Plane Pressure Spectra & Near-field radiation 8mm 4mm 2358 Hz 2mm 1mm 1000Hz 1500Hz 2000Hz 2358 Hz 2500Hz 3000Hz

27 Direct Propagation 2000Hz 2500Hz

28 Comparison with Experimental Data

29 Highlights of Experimental Work Author/Journal,Year Flow Measurement Flow Visualization Aero-acoustics /Noise T. Nakano et al. /JWE,2007 PIV Liquid Crystal Coating Condenser Microphone ( Bottom wall of AWT Y. Takagi et al. / JSV,2006 PIV Liquid Crystal Coating Condenser Microphone ( wall of AWT Fujisawa et al. /TVSJ,2002 PIV Smoke Sound Level Meter 10 mm underneath of Top wall of AWT

30 Spectrum of Aerodynamic Noise CFD Vs Expt.

31 Turbulent Stress (u rms / U o ) CFD Vs PIV (Nakano et al.) PIV STAR-CCM+ Kim & Lee

32 Turbulent Stress (v rms / U o ) CFD Vs PIV (Nakano et al.) PIV STAR-CCM+ Kim & Lee

33 Turbulent Stress (u v / U o2 ) CFD Vs PIV (Nakano et al.) PIV STAR-CCM+ Kim & Lee

34 References H-J Kim, S. Lee, N. Fujisawa., Computation of unsteady flow and aerodynamic noise of NACA0018 airfoil using large-eddy simulation. International Journal of Heat and Fluid Flow 27, pp T. Nakano, N. Fujisawa, Y. Oguma, Y. Takagi, S. Lee., Experimental study on flow and noise Characteristics of NACA0018 airfoil. Journal of Wind Engineering and Industrial Aerodynamics 95, pp Y. Takagi, N. Fujisawa, T. Nakano, A.Nashimoto., Cylinder wake influence on the tonal noise and Aerodynamic characteristics of a NACA0018 airfoil. Journal of Sound and Vibration 297, pp Tomimatsu S, Fujisawa N., Measurement of Aerodynamic Noise and Unsteady Flow Field around a Symmetric Airfoil. Journal of Visualization Vol.5, No.4,pp

35 References Mendonca, F., Read, A., Caro, S., Debatin, K. and Caruelle, B Aeroacoustic Simulation of Double Diaphragm Orifices in an Aircraft Climate Cooling System. AIAA STAR-CCM+ Version User Guide and Methodology Manuals, CDadapco, London, UK, 2011.

36

Introduction to ANSYS CFX

Introduction to ANSYS CFX Workshop 03 Fluid flow around the NACA0012 Airfoil 16.0 Release Introduction to ANSYS CFX 2015 ANSYS, Inc. March 13, 2015 1 Release 16.0 Workshop Description: The flow simulated is an external aerodynamics

More information

Introduction to CFX. Workshop 2. Transonic Flow Over a NACA 0012 Airfoil. WS2-1. ANSYS, Inc. Proprietary 2009 ANSYS, Inc. All rights reserved.

Introduction to CFX. Workshop 2. Transonic Flow Over a NACA 0012 Airfoil. WS2-1. ANSYS, Inc. Proprietary 2009 ANSYS, Inc. All rights reserved. Workshop 2 Transonic Flow Over a NACA 0012 Airfoil. Introduction to CFX WS2-1 Goals The purpose of this tutorial is to introduce the user to modelling flow in high speed external aerodynamic applications.

More information

Modeling Supersonic Jet Screech Noise Using Direct Computational Aeroacoustics (CAA) 14.5 Release

Modeling Supersonic Jet Screech Noise Using Direct Computational Aeroacoustics (CAA) 14.5 Release Modeling Supersonic Jet Screech Noise Using Direct Computational Aeroacoustics (CAA) 14.5 Release 2011 ANSYS, Inc. November 7, 2012 1 Workshop Advanced ANSYS FLUENT Acoustics Introduction This tutorial

More information

High-Lift Aerodynamics: STAR-CCM+ Applied to AIAA HiLiftWS1 D. Snyder

High-Lift Aerodynamics: STAR-CCM+ Applied to AIAA HiLiftWS1 D. Snyder High-Lift Aerodynamics: STAR-CCM+ Applied to AIAA HiLiftWS1 D. Snyder Aerospace Application Areas Aerodynamics Subsonic through Hypersonic Aeroacoustics Store release & weapons bay analysis High lift devices

More information

Aero-Vibro Acoustics For Wind Noise Application. David Roche and Ashok Khondge ANSYS, Inc.

Aero-Vibro Acoustics For Wind Noise Application. David Roche and Ashok Khondge ANSYS, Inc. Aero-Vibro Acoustics For Wind Noise Application David Roche and Ashok Khondge ANSYS, Inc. Outline 1. Wind Noise 2. Problem Description 3. Simulation Methodology 4. Results 5. Summary Thursday, October

More information

On the flow and noise of a two-dimensional step element in a turbulent boundary layer

On the flow and noise of a two-dimensional step element in a turbulent boundary layer On the flow and noise of a two-dimensional step element in a turbulent boundary layer Danielle J. Moreau 1, Jesse L. Coombs 1 and Con J. Doolan 1 Abstract This paper presents results of a study on the

More information

Application of Wray-Agarwal Turbulence Model for Accurate Numerical Simulation of Flow Past a Three-Dimensional Wing-body

Application of Wray-Agarwal Turbulence Model for Accurate Numerical Simulation of Flow Past a Three-Dimensional Wing-body Washington University in St. Louis Washington University Open Scholarship Mechanical Engineering and Materials Science Independent Study Mechanical Engineering & Materials Science 4-28-2016 Application

More information

Detached Eddy Simulation Analysis of a Transonic Rocket Booster for Steady & Unsteady Buffet Loads

Detached Eddy Simulation Analysis of a Transonic Rocket Booster for Steady & Unsteady Buffet Loads Detached Eddy Simulation Analysis of a Transonic Rocket Booster for Steady & Unsteady Buffet Loads Matt Knapp Chief Aerodynamicist TLG Aerospace, LLC Presentation Overview Introduction to TLG Aerospace

More information

Express Introductory Training in ANSYS Fluent Workshop 04 Fluid Flow Around the NACA0012 Airfoil

Express Introductory Training in ANSYS Fluent Workshop 04 Fluid Flow Around the NACA0012 Airfoil Express Introductory Training in ANSYS Fluent Workshop 04 Fluid Flow Around the NACA0012 Airfoil Dimitrios Sofialidis Technical Manager, SimTec Ltd. Mechanical Engineer, PhD PRACE Autumn School 2013 -

More information

UWE has obtained warranties from all depositors as to their title in the material deposited and as to their right to deposit such material.

UWE has obtained warranties from all depositors as to their title in the material deposited and as to their right to deposit such material. Peng, T., Yao, Y. and Zhu, Q. (2018) Slat broadband noise prediction of multi-element 30P30N airfoil by a hybrid RANS-LES method. In: 53rd 3AF International Conference on Applied Aerodynamics, Salon de

More information

Estimation of Flow Field & Drag for Aerofoil Wing

Estimation of Flow Field & Drag for Aerofoil Wing Estimation of Flow Field & Drag for Aerofoil Wing Mahantesh. HM 1, Prof. Anand. SN 2 P.G. Student, Dept. of Mechanical Engineering, East Point College of Engineering, Bangalore, Karnataka, India 1 Associate

More information

THE APPLICATION OF AN ATMOSPHERIC BOUNDARY LAYER TO EVALUATE TRUCK AERODYNAMICS IN CFD

THE APPLICATION OF AN ATMOSPHERIC BOUNDARY LAYER TO EVALUATE TRUCK AERODYNAMICS IN CFD THE APPLICATION OF AN ATMOSPHERIC BOUNDARY LAYER TO EVALUATE TRUCK AERODYNAMICS IN CFD A SOLUTION FOR A REAL-WORLD ENGINEERING PROBLEM Ir. Niek van Dijk DAF Trucks N.V. CONTENTS Scope & Background Theory:

More information

STAR-CCM+: Wind loading on buildings SPRING 2018

STAR-CCM+: Wind loading on buildings SPRING 2018 STAR-CCM+: Wind loading on buildings SPRING 2018 1. Notes on the software 2. Assigned exercise (submission via Blackboard; deadline: Thursday Week 3, 11 pm) 1. NOTES ON THE SOFTWARE STAR-CCM+ generates

More information

Impact of STAR-CCM+ v7.0 in the Automotive Industry Frederick J. Ross, CD-adapco Director, Ground Transportation

Impact of STAR-CCM+ v7.0 in the Automotive Industry Frederick J. Ross, CD-adapco Director, Ground Transportation Impact of STAR-CCM+ v7.0 in the Automotive Industry Frederick J. Ross, CD-adapco Director, Ground Transportation Vehicle Simulation Components Vehicle Aerodynamics Design Studies Aeroacoustics Water/Dirt

More information

CFD Study of a Darreous Vertical Axis Wind Turbine

CFD Study of a Darreous Vertical Axis Wind Turbine CFD Study of a Darreous Vertical Axis Wind Turbine Md Nahid Pervez a and Wael Mokhtar b a Graduate Assistant b PhD. Assistant Professor Grand Valley State University, Grand Rapids, MI 49504 E-mail:, mokhtarw@gvsu.edu

More information

NUMERICAL 3D TRANSONIC FLOW SIMULATION OVER A WING

NUMERICAL 3D TRANSONIC FLOW SIMULATION OVER A WING Review of the Air Force Academy No.3 (35)/2017 NUMERICAL 3D TRANSONIC FLOW SIMULATION OVER A WING Cvetelina VELKOVA Department of Technical Mechanics, Naval Academy Nikola Vaptsarov,Varna, Bulgaria (cvetelina.velkova1985@gmail.com)

More information

Advanced ANSYS FLUENT Acoustics

Advanced ANSYS FLUENT Acoustics Workshop Modeling Flow-Induced (Aeroacoustic) Noise 14.5 Release Advanced ANSYS FLUENT Acoustics 2011 ANSYS, Inc. November 7, 2012 1 Introduction This tutorial demonstrates how to model 2D turbulent flow

More information

The Spalart Allmaras turbulence model

The Spalart Allmaras turbulence model The Spalart Allmaras turbulence model The main equation The Spallart Allmaras turbulence model is a one equation model designed especially for aerospace applications; it solves a modelled transport equation

More information

Verification and Validation of Turbulent Flow around a Clark-Y Airfoil

Verification and Validation of Turbulent Flow around a Clark-Y Airfoil Verification and Validation of Turbulent Flow around a Clark-Y Airfoil 1. Purpose 58:160 Intermediate Mechanics of Fluids CFD LAB 2 By Tao Xing and Fred Stern IIHR-Hydroscience & Engineering The University

More information

Usage of CFX for Aeronautical Simulations

Usage of CFX for Aeronautical Simulations Usage of CFX for Aeronautical Simulations Florian Menter Development Manager Scientific Coordination ANSYS Germany GmbH Overview Elements of CFD Technology for aeronautical simulations: Grid generation

More information

CFD VALIDATION FOR SURFACE COMBATANT 5415 STRAIGHT AHEAD AND STATIC DRIFT 20 DEGREE CONDITIONS USING STAR CCM+

CFD VALIDATION FOR SURFACE COMBATANT 5415 STRAIGHT AHEAD AND STATIC DRIFT 20 DEGREE CONDITIONS USING STAR CCM+ CFD VALIDATION FOR SURFACE COMBATANT 5415 STRAIGHT AHEAD AND STATIC DRIFT 20 DEGREE CONDITIONS USING STAR CCM+ by G. J. Grigoropoulos and I..S. Kefallinou 1. Introduction and setup 1. 1 Introduction The

More information

Simulation of Flow Development in a Pipe

Simulation of Flow Development in a Pipe Tutorial 4. Simulation of Flow Development in a Pipe Introduction The purpose of this tutorial is to illustrate the setup and solution of a 3D turbulent fluid flow in a pipe. The pipe networks are common

More information

LES Applications in Aerodynamics

LES Applications in Aerodynamics LES Applications in Aerodynamics Kyle D. Squires Arizona State University Tempe, Arizona, USA 2010 Tutorial School on Fluid Dynamics: Topics in Turbulence Center for Scientific Computation and Mathematical

More information

Simulation of Turbulent Flow over the Ahmed Body

Simulation of Turbulent Flow over the Ahmed Body Simulation of Turbulent Flow over the Ahmed Body 58:160 Intermediate Mechanics of Fluids CFD LAB 4 By Timur K. Dogan, Michael Conger, Maysam Mousaviraad, and Fred Stern IIHR-Hydroscience & Engineering

More information

Second Symposium on Hybrid RANS-LES Methods, 17/18 June 2007

Second Symposium on Hybrid RANS-LES Methods, 17/18 June 2007 1 Zonal-Detached Eddy Simulation of Transonic Buffet on a Civil Aircraft Type Configuration V.BRUNET and S.DECK Applied Aerodynamics Department The Buffet Phenomenon Aircraft in transonic conditions Self-sustained

More information

Modeling External Compressible Flow

Modeling External Compressible Flow Tutorial 3. Modeling External Compressible Flow Introduction The purpose of this tutorial is to compute the turbulent flow past a transonic airfoil at a nonzero angle of attack. You will use the Spalart-Allmaras

More information

Aerodynamic Study of a Realistic Car W. TOUGERON

Aerodynamic Study of a Realistic Car W. TOUGERON Aerodynamic Study of a Realistic Car W. TOUGERON Tougeron CFD Engineer 2016 Abstract This document presents an aerodynamic CFD study of a realistic car geometry. The aim is to demonstrate the efficiency

More information

Summary of the main PROBAND project results

Summary of the main PROBAND project results Summary of the main PROBAND project results WP2: WP2 was dedicated to the development and validation broadband noise prediction methods. Once validated on non rotating airfoils in WP2, these methods were

More information

Turbomachinery Applications with STAR-CCM+ Turbomachinery Sector Manager

Turbomachinery Applications with STAR-CCM+ Turbomachinery Sector Manager Turbomachinery Applications with STAR-CCM+ Fred Mendonça Fred Mendonça Turbomachinery Sector Manager An Integrated Solution The applications of the software seem to be infinite. The user-friendly A single

More information

Near Field and Far Field Prediction of Noise in and around a Loudspeaker: A Numerical and Experimental Investigation

Near Field and Far Field Prediction of Noise in and around a Loudspeaker: A Numerical and Experimental Investigation Near Field and Far Field Prediction of Noise in and around a Loudspeaker: A Numerical and Experimental Investigation M. Younsi, V. Morgenthaler ANSYS France SAS, France G. Kergourlay Canon CRF, France

More information

CFD Analysis of 2-D Unsteady Flow Past a Square Cylinder at an Angle of Incidence

CFD Analysis of 2-D Unsteady Flow Past a Square Cylinder at an Angle of Incidence CFD Analysis of 2-D Unsteady Flow Past a Square Cylinder at an Angle of Incidence Kavya H.P, Banjara Kotresha 2, Kishan Naik 3 Dept. of Studies in Mechanical Engineering, University BDT College of Engineering,

More information

McNair Scholars Research Journal

McNair Scholars Research Journal McNair Scholars Research Journal Volume 2 Article 1 2015 Benchmarking of Computational Models against Experimental Data for Velocity Profile Effects on CFD Analysis of Adiabatic Film-Cooling Effectiveness

More information

Simulation of Turbulent Flow around an Airfoil

Simulation of Turbulent Flow around an Airfoil 1. Purpose Simulation of Turbulent Flow around an Airfoil ENGR:2510 Mechanics of Fluids and Transfer Processes CFD Lab 2 (ANSYS 17.1; Last Updated: Nov. 7, 2016) By Timur Dogan, Michael Conger, Andrew

More information

Compressible Flow Modeling in STAR-CCM+

Compressible Flow Modeling in STAR-CCM+ Compressible Flow Modeling in STAR-CCM+ Version 01/11 Content Day 1 Compressible Flow WORKSHOP: High-speed flow around a missile WORKSHOP: Supersonic flow in a nozzle WORKSHOP: Airfoil 3 27 73 97 2 Compressible

More information

Drag and Lift Validation of Wing Profiles

Drag and Lift Validation of Wing Profiles Drag and Lift Validation of Wing Profiles STAR European Conference 2010 London By: Dr Martin van Staden Aerotherm Computational Dynamics 14th IAHR Conference December 2009 Outline of Presentation Background

More information

SPC 307 Aerodynamics. Lecture 1. February 10, 2018

SPC 307 Aerodynamics. Lecture 1. February 10, 2018 SPC 307 Aerodynamics Lecture 1 February 10, 2018 Sep. 18, 2016 1 Course Materials drahmednagib.com 2 COURSE OUTLINE Introduction to Aerodynamics Review on the Fundamentals of Fluid Mechanics Euler and

More information

Computational Fluid Dynamics (CFD) Simulation in Air Duct Channels Using STAR CCM+

Computational Fluid Dynamics (CFD) Simulation in Air Duct Channels Using STAR CCM+ Available onlinewww.ejaet.com European Journal of Advances in Engineering and Technology, 2017,4 (3): 216-220 Research Article ISSN: 2394-658X Computational Fluid Dynamics (CFD) Simulation in Air Duct

More information

NUMERICAL SIMULATION OF FLOW FIELD IN AN ANNULAR TURBINE STATOR WITH FILM COOLING

NUMERICAL SIMULATION OF FLOW FIELD IN AN ANNULAR TURBINE STATOR WITH FILM COOLING 24 TH INTERNATIONAL CONGRESS OF THE AERONAUTICAL SCIENCES NUMERICAL SIMULATION OF FLOW FIELD IN AN ANNULAR TURBINE STATOR WITH FILM COOLING Jun Zeng *, Bin Wang *, Yong Kang ** * China Gas Turbine Establishment,

More information

Grid. Apr 09, 1998 FLUENT 5.0 (2d, segregated, lam) Grid. Jul 31, 1998 FLUENT 5.0 (2d, segregated, lam)

Grid. Apr 09, 1998 FLUENT 5.0 (2d, segregated, lam) Grid. Jul 31, 1998 FLUENT 5.0 (2d, segregated, lam) Tutorial 2. Around an Airfoil Transonic Turbulent Flow Introduction: The purpose of this tutorial is to compute the turbulent flow past a transonic airfoil at a non-zero angle of attack. You will use the

More information

4D-PIV advances to visualize sound generation by air flows

4D-PIV advances to visualize sound generation by air flows 4D-PIV advances to visualize sound generation by air flows Fulvio Scarano Delft University of Technology Aerospace Engineering Department Aerodynamics Section f.scarano@tudelft.nl Aero-acoustics Investigation

More information

S-ducts and Nozzles: STAR-CCM+ at the Propulsion Aerodynamics Workshop. Peter Burns, CD-adapco

S-ducts and Nozzles: STAR-CCM+ at the Propulsion Aerodynamics Workshop. Peter Burns, CD-adapco S-ducts and Nozzles: STAR-CCM+ at the Propulsion Aerodynamics Workshop Peter Burns, CD-adapco Background The Propulsion Aerodynamics Workshop (PAW) has been held twice PAW01: 2012 at the 48 th AIAA JPC

More information

STAR-CCM+ User Guide 6922

STAR-CCM+ User Guide 6922 STAR-CCM+ User Guide 6922 Introduction Welcome to the STAR-CCM+ introductory tutorial. In this tutorial, you explore the important concepts and workflow. Complete this tutorial before attempting any others.

More information

NUMERICAL MODELING AND EXPERIMENTAL EVALUATION OF AN HIGH-SPEED TRAIN PANTOGRAPH AERODYNAMIC NOISE

NUMERICAL MODELING AND EXPERIMENTAL EVALUATION OF AN HIGH-SPEED TRAIN PANTOGRAPH AERODYNAMIC NOISE NUMERICAL MODELING AND EXPERIMENTAL EVALUATION OF AN HIGH-SPEED TRAIN PANTOGRAPH AERODYNAMIC NOISE D. SIANO 1, M. VISCARDI 2, F. DONISI 2 P. NAPOLITANO 2 1 CNR (National Research Council of Italy) - Istituto

More information

High-Fidelity Simulation of Unsteady Flow Problems using a 3rd Order Hybrid MUSCL/CD scheme. A. West & D. Caraeni

High-Fidelity Simulation of Unsteady Flow Problems using a 3rd Order Hybrid MUSCL/CD scheme. A. West & D. Caraeni High-Fidelity Simulation of Unsteady Flow Problems using a 3rd Order Hybrid MUSCL/CD scheme ECCOMAS, June 6 th -11 th 2016, Crete Island, Greece A. West & D. Caraeni Outline Industrial Motivation Numerical

More information

Analysis of an airfoil

Analysis of an airfoil UNDERGRADUATE RESEARCH FALL 2010 Analysis of an airfoil using Computational Fluid Dynamics Tanveer Chandok 12/17/2010 Independent research thesis at the Georgia Institute of Technology under the supervision

More information

THE EFFECTS OF THE PLANFORM SHAPE ON DRAG POLAR CURVES OF WINGS: FLUID-STRUCTURE INTERACTION ANALYSES RESULTS

THE EFFECTS OF THE PLANFORM SHAPE ON DRAG POLAR CURVES OF WINGS: FLUID-STRUCTURE INTERACTION ANALYSES RESULTS March 18-20, 2013 THE EFFECTS OF THE PLANFORM SHAPE ON DRAG POLAR CURVES OF WINGS: FLUID-STRUCTURE INTERACTION ANALYSES RESULTS Authors: M.R. Chiarelli, M. Ciabattari, M. Cagnoni, G. Lombardi Speaker:

More information

Detached-Eddy Simulation of a Linear Compressor Cascade with Tip Gap and Moving Wall *)

Detached-Eddy Simulation of a Linear Compressor Cascade with Tip Gap and Moving Wall *) FOI, Stockholm, Sweden 14-15 July, 2005 Detached-Eddy Simulation of a Linear Compressor Cascade with Tip Gap and Moving Wall *) A. Garbaruk,, M. Shur, M. Strelets, and A. Travin *) Study is carried out

More information

Numerische Untersuchungen von Windkraftanlagen: Leistung, Wake und Steuerungsstrategien

Numerische Untersuchungen von Windkraftanlagen: Leistung, Wake und Steuerungsstrategien Fachtagung Lasermethoden in der Strömungsmesstechnik 8. 10. September 2015, Dresden Numerische Untersuchungen von Windkraftanlagen: Leistung, Wake und Steuerungsstrategien Numerical Investigations of Wind

More information

Computational Study of Unsteady Flows around Dragonfly and Smooth Airfoils at Low Reynolds Numbers

Computational Study of Unsteady Flows around Dragonfly and Smooth Airfoils at Low Reynolds Numbers 46th AIAA Aerospace Sciences Meeting and Exhibit 7 - January 8, Reno, Nevada AIAA 8-85 Computational Study of Unsteady Flows around Dragonfly and Smooth Airfoils at Low Reynolds Numbers H. Gao, Hui Hu,

More information

Keywords: CFD, aerofoil, URANS modeling, flapping, reciprocating movement

Keywords: CFD, aerofoil, URANS modeling, flapping, reciprocating movement L.I. Garipova *, A.N. Kusyumov *, G. Barakos ** * Kazan National Research Technical University n.a. A.N.Tupolev, ** School of Engineering - The University of Liverpool Keywords: CFD, aerofoil, URANS modeling,

More information

The second part of the tutorial continues with the subsequent ANSYS Mechanical simulation steps:

The second part of the tutorial continues with the subsequent ANSYS Mechanical simulation steps: Tutorial: Simulation of aero-vibro-acoustic phenomena using ANSYS Fluent and ANSYS Mechanical. Test case: Noise inside a cavity with a vibrating wall, caused by the external turbulent flow. Introduction

More information

Flow Field of Truncated Spherical Turrets

Flow Field of Truncated Spherical Turrets Flow Field of Truncated Spherical Turrets Kevin M. Albarado 1 and Amelia Williams 2 Aerospace Engineering, Auburn University, Auburn, AL, 36849 Truncated spherical turrets are used to house cameras and

More information

CFD PREDICTION OF WIND PRESSURES ON CONICAL TANK

CFD PREDICTION OF WIND PRESSURES ON CONICAL TANK CFD PREDICTION OF WIND PRESSURES ON CONICAL TANK T.A.Sundaravadivel a, S.Nadaraja Pillai b, K.M.Parammasivam c a Lecturer, Dept of Aeronautical Engg, Satyabama University, Chennai, India, aerovelu@yahoo.com

More information

COMPUTATIONAL FLUID DYNAMICS ANALYSIS OF ORIFICE PLATE METERING SITUATIONS UNDER ABNORMAL CONFIGURATIONS

COMPUTATIONAL FLUID DYNAMICS ANALYSIS OF ORIFICE PLATE METERING SITUATIONS UNDER ABNORMAL CONFIGURATIONS COMPUTATIONAL FLUID DYNAMICS ANALYSIS OF ORIFICE PLATE METERING SITUATIONS UNDER ABNORMAL CONFIGURATIONS Dr W. Malalasekera Version 3.0 August 2013 1 COMPUTATIONAL FLUID DYNAMICS ANALYSIS OF ORIFICE PLATE

More information

NUMERICAL SIMULATIONS OF FLOW THROUGH AN S-DUCT

NUMERICAL SIMULATIONS OF FLOW THROUGH AN S-DUCT NUMERICAL SIMULATIONS OF FLOW THROUGH AN S-DUCT 1 Pravin Peddiraju, 1 Arthur Papadopoulos, 2 Vangelis Skaperdas, 3 Linda Hedges 1 BETA CAE Systems USA, Inc., USA, 2 BETA CAE Systems SA, Greece, 3 CFD Consultant,

More information

Turbulencja w mikrokanale i jej wpływ na proces emulsyfikacji

Turbulencja w mikrokanale i jej wpływ na proces emulsyfikacji Polish Academy of Sciences Institute of Fundamental Technological Research Turbulencja w mikrokanale i jej wpływ na proces emulsyfikacji S. Błoński, P.Korczyk, T.A. Kowalewski PRESENTATION OUTLINE 0 Introduction

More information

FAR-Wake Workshop, Marseille, May 2008

FAR-Wake Workshop, Marseille, May 2008 Wake Vortices generated by an Aircraft Fuselage : Comparison of Wind Tunnel Measurements on the TAK Model with RANS and RANS-LES Simulations T. Louagie, L. Georges & P. Geuzaine Cenaero CFD-Multiphysics

More information

A numerical insight into the effect of confinement on trailing edge noise

A numerical insight into the effect of confinement on trailing edge noise Acoustics 8 Paris A numerical insight into the effect of confinement on trailing edge noise T. Le Garrec a, X. Gloerfelt a and C. Corre b a Arts et Métiers Paris Tech - Sinumef Lab, 5 bd de l Hopital,

More information

A Coupling Method for Hybrid CFD-CAA Simulations using a Dual Mesh Approach. Matthias Tautz

A Coupling Method for Hybrid CFD-CAA Simulations using a Dual Mesh Approach. Matthias Tautz A Coupling Method for Hybrid CFD-CAA Simulations using a Dual Mesh Approach Matthias Tautz München, 21. November 2013 Content 1. Motivation Problem Description 2. Analytical Approach 3. Experiments 4.

More information

THE INFLUENCE OF MESH CHARACTERISTICS ON OPENFOAM SIMULATIONS OF THE DRIVAER MODEL

THE INFLUENCE OF MESH CHARACTERISTICS ON OPENFOAM SIMULATIONS OF THE DRIVAER MODEL 6 th BETA CAE International Conference THE INFLUENCE OF MESH CHARACTERISTICS ON OPENFOAM SIMULATIONS OF THE DRIVAER MODEL Grigoris Fotiadis *, Vangelis Skaperdas, Aristotelis Iordanidis BETA CAE Systems

More information

Isotropic Porous Media Tutorial

Isotropic Porous Media Tutorial STAR-CCM+ User Guide 3927 Isotropic Porous Media Tutorial This tutorial models flow through the catalyst geometry described in the introductory section. In the porous region, the theoretical pressure drop

More information

LARGE EDDY SIMULATION OF VORTEX SHEDDING WITH TRIANGULAR CYLINDER AHEAD OF A SQUARE CYLINDER

LARGE EDDY SIMULATION OF VORTEX SHEDDING WITH TRIANGULAR CYLINDER AHEAD OF A SQUARE CYLINDER The Eighth Asia-Pacific Conference on Wind Engineering, December 10 14, 2013, Chennai, India LARGE EDDY SIMULATION OF VORTEX SHEDDING WITH TRIANGULAR CYLINDER AHEAD OF A SQUARE CYLINDER Akshoy Ranjan Paul

More information

FLUID DYNAMICS ANALYSIS OF A COUNTER ROTATING DUCTED PROPELLER

FLUID DYNAMICS ANALYSIS OF A COUNTER ROTATING DUCTED PROPELLER FLUID DYNAMICS ANALYSIS OF A COUNTER ROTATING DUCTED PROPELLER Chao Xu, Cees Bil, Sherman CP. Cheung School of Aerospace, Mechanical and Manufacturing Engineering, RMIT University Keywords: Twin counter-rotating

More information

Simulation of Turbulent Flow around an Airfoil

Simulation of Turbulent Flow around an Airfoil Simulation of Turbulent Flow around an Airfoil ENGR:2510 Mechanics of Fluids and Transfer Processes CFD Pre-Lab 2 (ANSYS 17.1; Last Updated: Nov. 7, 2016) By Timur Dogan, Michael Conger, Andrew Opyd, Dong-Hwan

More information

Developing Tools for Assessing Bend-twist Coupled Foils

Developing Tools for Assessing Bend-twist Coupled Foils Developing Tools for Assessing Bend-twist Coupled Foils Laura Marimon Giovannetti, Joseph Banks, Stephen R. Turnock, Stephen W. Boyd, University of Southampton, Southampton/UK, L.Marimon-Giovannetti@soton.ac.uk

More information

Estimating Vertical Drag on Helicopter Fuselage during Hovering

Estimating Vertical Drag on Helicopter Fuselage during Hovering Estimating Vertical Drag on Helicopter Fuselage during Hovering A. A. Wahab * and M.Hafiz Ismail ** Aeronautical & Automotive Dept., Faculty of Mechanical Engineering, Universiti Teknologi Malaysia, 81310

More information

Application of STAR-CCM+ to Helicopter Rotors in Hover

Application of STAR-CCM+ to Helicopter Rotors in Hover Application of STAR-CCM+ to Helicopter Rotors in Hover Lakshmi N. Sankar and Chong Zhou School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA Ritu Marpu Eschol CD-Adapco, Inc.,

More information

Optimization of under-relaxation factors. and Courant numbers for the simulation of. sloshing in the oil pan of an automobile

Optimization of under-relaxation factors. and Courant numbers for the simulation of. sloshing in the oil pan of an automobile Optimization of under-relaxation factors and Courant numbers for the simulation of sloshing in the oil pan of an automobile Swathi Satish*, Mani Prithiviraj and Sridhar Hari⁰ *National Institute of Technology,

More information

Streamlining Aircraft Icing Simulations. D. Snyder, M. Elmore

Streamlining Aircraft Icing Simulations. D. Snyder, M. Elmore Streamlining Aircraft Icing Simulations D. Snyder, M. Elmore Industry Analysis Needs / Trends Fidelity Aircraft Ice Protection Systems-Level Modeling Optimization Background Ice accretion can critically

More information

Contribution to GMGW-1

Contribution to GMGW-1 Contribution to GMGW-1 Vivek Ahuja, Shaunak Pai, John Wilson, Rajesh Kumar, Michael Stubert Inc. (003) Restricted Siemens AG 2017 Realize innovation. Summary of meshes generated Star-CCM+ Geometry Core

More information

High-order solutions of transitional flow over the SD7003 airfoil using compact finite-differencing and filtering

High-order solutions of transitional flow over the SD7003 airfoil using compact finite-differencing and filtering High-order solutions of transitional flow over the SD7003 airfoil using compact finite-differencing and filtering Daniel J. Garmann and Miguel R. Visbal Air Force Research Laboratory, Wright-Patterson

More information

SIMULATION OF PROPELLER-SHIP HULL INTERACTION USING AN INTEGRATED VLM/RANSE SOLVER MODELING.

SIMULATION OF PROPELLER-SHIP HULL INTERACTION USING AN INTEGRATED VLM/RANSE SOLVER MODELING. SIMULATION OF PROPELLER-SHIP HULL INTERACTION USING AN INTEGRATED VLM/RANSE SOLVER MODELING. M.N.Senthil Prakash, Department of Ocean Engineering, IIT Madras, India V. Anantha Subramanian Department of

More information

DES Turbulence Modeling for ICE Flow Simulation in OpenFOAM

DES Turbulence Modeling for ICE Flow Simulation in OpenFOAM 2 nd Two-day Meeting on ICE Simulations Using OpenFOAM DES Turbulence Modeling for ICE Flow Simulation in OpenFOAM V. K. Krastev 1, G. Bella 2 and G. Campitelli 1 University of Tuscia, DEIM School of Engineering

More information

Solution Recording and Playback: Vortex Shedding

Solution Recording and Playback: Vortex Shedding STAR-CCM+ User Guide 6663 Solution Recording and Playback: Vortex Shedding This tutorial demonstrates how to use the solution recording and playback module for capturing the results of transient phenomena.

More information

DNV GL s 16th Technology Week

DNV GL s 16th Technology Week OIL & GAS DNV GL s 16th Technology Week Advanced Simulation for Offshore Application: Application of CFD for Computing VIM of Floating Structures 1 SAFER, SMARTER, GREENER OUTLINE Introduction Elements

More information

CFD Analysis of conceptual Aircraft body

CFD Analysis of conceptual Aircraft body CFD Analysis of conceptual Aircraft body Manikantissar 1, Dr.Ankur geete 2 1 M. Tech scholar in Mechanical Engineering, SD Bansal college of technology, Indore, M.P, India 2 Associate professor in Mechanical

More information

AERO-VIBRO-ACOUSTIC NOISE PREDICTION FOR HIGH SPEED ELEVATORS

AERO-VIBRO-ACOUSTIC NOISE PREDICTION FOR HIGH SPEED ELEVATORS AERO-VIBRO-ACOUSTIC NOISE PREDICTION FOR HIGH SPEED ELEVATORS Antti Lehtinen 1, Gabriela Roivainen 2, Jukka Tanttari 3, Jaakko Ylätalo 1 1 FS Dynamics Finland Hermiankatu 1 33720 Tampere antti.lehtinen@fsdynamics.fi

More information

Offshore Platform Fluid Structure Interaction (FSI) Simulation

Offshore Platform Fluid Structure Interaction (FSI) Simulation Offshore Platform Fluid Structure Interaction (FSI) Simulation Ali Marzaban, CD-adapco Murthy Lakshmiraju, CD-adapco Nigel Richardson, CD-adapco Mike Henneke, CD-adapco Guangyu Wu, Chevron Pedro M. Vargas,

More information

Speed and Accuracy of CFD: Achieving Both Successfully ANSYS UK S.A.Silvester

Speed and Accuracy of CFD: Achieving Both Successfully ANSYS UK S.A.Silvester Speed and Accuracy of CFD: Achieving Both Successfully ANSYS UK S.A.Silvester 2010 ANSYS, Inc. All rights reserved. 1 ANSYS, Inc. Proprietary Content ANSYS CFD Introduction ANSYS, the company Simulation

More information

A B C D E. Settings Choose height, H, free stream velocity, U, and fluid (dynamic viscosity and density ) so that: Reynolds number

A B C D E. Settings Choose height, H, free stream velocity, U, and fluid (dynamic viscosity and density ) so that: Reynolds number Individual task Objective To derive the drag coefficient for a 2D object, defined as where D (N/m) is the aerodynamic drag force (per unit length in the third direction) acting on the object. The object

More information

ANSYS FLUENT. Airfoil Analysis and Tutorial

ANSYS FLUENT. Airfoil Analysis and Tutorial ANSYS FLUENT Airfoil Analysis and Tutorial ENGR083: Fluid Mechanics II Terry Yu 5/11/2017 Abstract The NACA 0012 airfoil was one of the earliest airfoils created. Its mathematically simple shape and age

More information

Verification and Validation of Turbulent Flow around a Clark-Y Airfoil

Verification and Validation of Turbulent Flow around a Clark-Y Airfoil 1 Verification and Validation of Turbulent Flow around a Clark-Y Airfoil 1. Purpose ME:5160 Intermediate Mechanics of Fluids CFD LAB 2 (ANSYS 19.1; Last Updated: Aug. 7, 2018) By Timur Dogan, Michael Conger,

More information

Effect of Position of Wall Mounted Surface Protrusion in Drag Characteristics At Low Reynolds Number

Effect of Position of Wall Mounted Surface Protrusion in Drag Characteristics At Low Reynolds Number ISSN (e): 2250 3005 Volume, 07 Issue, 11 November 2017 International Journal of Computational Engineering Research (IJCER) Effect of Position of Wall Mounted Surface Protrusion in Drag Characteristics

More information

Pressure Losses Analysis in Air Duct Flow Using Computational Fluid Dynamics (CFD)

Pressure Losses Analysis in Air Duct Flow Using Computational Fluid Dynamics (CFD) International Academic Institute for Science and Technology International Academic Journal of Science and Engineering Vol. 3, No. 9, 2016, pp. 55-70. ISSN 2454-3896 International Academic Journal of Science

More information

NUMERICAL INVESTIGATION OF THE FLOW BEHAVIOR INTO THE INLET GUIDE VANE SYSTEM (IGV)

NUMERICAL INVESTIGATION OF THE FLOW BEHAVIOR INTO THE INLET GUIDE VANE SYSTEM (IGV) University of West Bohemia» Department of Power System Engineering NUMERICAL INVESTIGATION OF THE FLOW BEHAVIOR INTO THE INLET GUIDE VANE SYSTEM (IGV) Publication was supported by project: Budování excelentního

More information

Numerical Simulation Study on Aerodynamic Characteristics of the High Speed Train under Crosswind

Numerical Simulation Study on Aerodynamic Characteristics of the High Speed Train under Crosswind 2017 2nd International Conference on Industrial Aerodynamics (ICIA 2017) ISBN: 978-1-60595-481-3 Numerical Simulation Study on Aerodynamic Characteristics of the High Speed Train under Crosswind Fan Zhao,

More information

FFOWCS WILLIAMS-HAWKINGS ACOUSTIC ANALOGY FOR SIMULATION OF NACA 4-(3)(08)-03 PROPELLER NOISE IN TAKE-OFF CONDITION

FFOWCS WILLIAMS-HAWKINGS ACOUSTIC ANALOGY FOR SIMULATION OF NACA 4-(3)(08)-03 PROPELLER NOISE IN TAKE-OFF CONDITION ASME-ATI-UIT 1 Conference on Thermal and Environmental Issues in Energy Systems 16 19 May, 1, Sorrento, Italy FFOWCS WILLIAMS-HAWKINGS ACOUSTIC ANALOGY FOR SIMULATION OF NACA 4-(3)(8)-3 PROPELLER NOISE

More information

Research and Design working characteristics of orthogonal turbine Nguyen Quoc Tuan (1), Chu Dinh Do (2), Quach Thi Son (2)

Research and Design working characteristics of orthogonal turbine Nguyen Quoc Tuan (1), Chu Dinh Do (2), Quach Thi Son (2) GSJ: VOLUME 6, ISSUE 6, JUNE 018 116 Research and Design working characteristics of orthogonal turbine Nguyen Quoc Tuan (1), Chu Dinh Do (), Quach Thi Son () (1) Institute for hydro power and renewable

More information

Calculate a solution using the pressure-based coupled solver.

Calculate a solution using the pressure-based coupled solver. Tutorial 19. Modeling Cavitation Introduction This tutorial examines the pressure-driven cavitating flow of water through a sharpedged orifice. This is a typical configuration in fuel injectors, and brings

More information

NUMERICAL STUDY OF CAVITATING FLOW INSIDE A FLUSH VALVE

NUMERICAL STUDY OF CAVITATING FLOW INSIDE A FLUSH VALVE Conference on Modelling Fluid Flow (CMFF 09) The 14th International Conference on Fluid Flow Technologies Budapest, Hungary, September 9-12, 2009 NUMERICAL STUDY OF CAVITATING FLOW INSIDE A FLUSH VALVE

More information

Modeling Unsteady Compressible Flow

Modeling Unsteady Compressible Flow Tutorial 4. Modeling Unsteady Compressible Flow Introduction In this tutorial, FLUENT s density-based implicit solver is used to predict the timedependent flow through a two-dimensional nozzle. As an initial

More information

Advanced Turbomachinery Methods. Brad Hutchinson ANSYS, Inc. Industry Marketing

Advanced Turbomachinery Methods. Brad Hutchinson ANSYS, Inc. Industry Marketing Advanced Turbomachinery Methods 1 Brad Hutchinson ANSYS, Inc. Industry Marketing Presentation Overview 1. Turbomachinery challenges 2. ANSYS TurboSystem 3. 2 Blade row fluid dynamics solution methods Available

More information

International Power, Electronics and Materials Engineering Conference (IPEMEC 2015)

International Power, Electronics and Materials Engineering Conference (IPEMEC 2015) International Power, Electronics and Materials Engineering Conference (IPEMEC 2015) Numerical Simulation of the Influence of Intake Grille Shape on the Aerodynamic Performance of a Passenger Car Longwei

More information

Coupling of STAR-CCM+ to Other Theoretical or Numerical Solutions. Milovan Perić

Coupling of STAR-CCM+ to Other Theoretical or Numerical Solutions. Milovan Perić Coupling of STAR-CCM+ to Other Theoretical or Numerical Solutions Milovan Perić Contents The need to couple STAR-CCM+ with other theoretical or numerical solutions Coupling approaches: surface and volume

More information

Shape Optimization for Aerodynamic Efficiency Using Adjoint Methods

Shape Optimization for Aerodynamic Efficiency Using Adjoint Methods White Paper Shape Optimization for Aerodynamic Efficiency Using Adjoint Methods Adjoint solvers take a Computational Fluid Dynamics (CFD) flow solution and calculate the sensitivity of performance indicators

More information

Reproducibility of Complex Turbulent Flow Using Commercially-Available CFD Software

Reproducibility of Complex Turbulent Flow Using Commercially-Available CFD Software Reports of Research Institute for Applied Mechanics, Kyushu University No.150 (71 83) March 2016 Reproducibility of Complex Turbulent Flow Using Commercially-Available CFD Software Report 3: For the Case

More information

University of Southampton Fluid-Structure Interactions Group OpenFOAM Research

University of Southampton Fluid-Structure Interactions Group OpenFOAM Research 2 nd Gothenburg OpenFOAM user-group meeting Chalmers University, 14 th November 2012 University of Southampton Fluid-Structure Interactions Group OpenFOAM Research Tom Lloyd T.P.Lloyd@soton.ac.uk Marion

More information

Verification of Laminar and Validation of Turbulent Pipe Flows

Verification of Laminar and Validation of Turbulent Pipe Flows 1 Verification of Laminar and Validation of Turbulent Pipe Flows 1. Purpose ME:5160 Intermediate Mechanics of Fluids CFD LAB 1 (ANSYS 18.1; Last Updated: Aug. 1, 2017) By Timur Dogan, Michael Conger, Dong-Hwan

More information

AERODYNAMIC NOISE FROM A TRAIN PANTOGRAPH

AERODYNAMIC NOISE FROM A TRAIN PANTOGRAPH The 21 st International Congress on Sound and Vibration 13-17 July, 214, Beijing/China AERODYNAMIC NOISE FROM A TRAIN PANTOGRAPH Xiaowan Liu 1, David Thompson 1, Zhiwei Hu 1, Vincent Jurdic 2 1 Institute

More information

Studies of the Continuous and Discrete Adjoint Approaches to Viscous Automatic Aerodynamic Shape Optimization

Studies of the Continuous and Discrete Adjoint Approaches to Viscous Automatic Aerodynamic Shape Optimization Studies of the Continuous and Discrete Adjoint Approaches to Viscous Automatic Aerodynamic Shape Optimization Siva Nadarajah Antony Jameson Stanford University 15th AIAA Computational Fluid Dynamics Conference

More information