NUMECA. Advanced Developments for Better Products

Size: px
Start display at page:

Download "NUMECA. Advanced Developments for Better Products"

Transcription

1 A new wave in fluid dynamics NUMECA Advanced Developments for Better Products

2 NUMECA International Why NUMECA? Contents PRODUCTS AutoMesh About Us NUMECA has been providing Computational Fluid Dynamics (CFD) Software, grid generation systems and consulting services worldwide since NUMECA s software systems are used for the simulation, design, and optimization of fluid flow and heat transfer. They are used by product developers and design and research engineers, allowing them to reach superior product quality and performances, at a reduced engineering cost. NUMECA International corporate headquarters is located in Brussels with offices, resellers and service centers in the USA, Japan, China, Hong Kong, India, Belgium and distributors in Germany, Spain, Italy, Slovenia, Poland, Turkey, Russia, South Korea, Indonesia, and Malaysia. FIRST to offer a fully coupled and integrated CFD + acoustic propagation software system: FINE /Acoustics FIRST in offering a new design system, from preliminary 1D to 2D and full 3D, including multi-objective optimization at all stages of this process, in AutoDesign. Application-Driven Grid Generation and CFD Software NUMECA s product strategy is based on the development of automated, integrated and customized software systems allowing optimal and rapid simulation, design and optimization. Our software closely follows industry requirements and needs: In grid generation, with AutoMesh TM, covering the whole range of applications with tuned meshing solutions, as the pre-processor of most commercial CFD tools. In CFD, with FINE TM /Turbo, FINE TM /Open with OpenLabs TM, and FINE TM /Marine, dedicated respectively to Turbomachinery, Aeronautics, Automotive, Multi-Physics and Marine applications. In design and optimization with FINE TM /Design3D. Advanced Development for Better Products Major Benefits to Your Organization Improved performance, leading to a more effective design process. Significant time and cost reduction throughout the whole CFD chain. NUMECA grid generation automated systems AutoMesh TM, combined with the significant speed-up in CPU with its CPU-Booster TM, guarantee a reduction of one to three orders of magnitude in your engineering and CPU time, on large test cases and complex geometries. Improve overall engineering efficiency and productivity. Improve decision support with reliable simulation. Effective design through optimization. Services Customer satisfaction is our main objective and we continuously improve our software and services to help you achieve successful product design. We offer a wide range of services including: Consultancy in a wide range of fluid, heat transfer, and multiphysics applications; Upgrades, advanced hot line and dedicated training and webinars; FINE /Turbo FINE /Open with OpenLabs... 8 FINE /FSI-Oofelie and FSI modules... 9 FINE /Marine FINE /Acoustics AutoDesign AutoBlade and FINE /Design3D KEY FEATURES Open CFD Approach OpenLabs Membership for Academic Research and Education CPU-Booster Modal and Flutter Analysis Uncertainty Quantification Non-Deterministic Simulations FINE /Open with OpenLabs for Combustion and Radiation Modeling Multifluid and Multiphase Flows NUMECA has been the first to introduce the following technologies: FIRST in automatic grid generator for turbomachinery with AutoGrid5 FIRST in unstructured full hexahedral grid generation: HEXPRESS FIRST in automatic grid generation & integrated CAD cleaning for extremely complex geometries: HEXPRESS / Hybrid FIRST for full unsteady rotor-stator interactions, with gains of 1 to 3 orders of magnitude in CPU time: NLH Module (Nonlinear Harmonic) NUMECA s R&D team is a worldwide center of excellence comprising highly-skilled engineers and PhDs, of more than 20 nationalities, in Computer Science, Mathematics, Physics and Fluid Dynamics. NUMECA International participates in a large number of research projects with university departments, research laboratories and leading industrial partners, allowing us to offer the latest breakthroughs in technology to our customers. By choosing NUMECA you will gain access to the most advanced technology in the field of application-driven, fast and accurate CFD simulation software, automated full hexahedral mesh generation, solution-adaptive grid optimization, dedicated post-processing, CAD modeling, and optimization Flexible licensing arrangements to deal with all specific organizational and business requirements; Extended partnership including: - Special arrangements to meet specific requirements in terms of confidentiality, proprietary developments and know-how; - Validation and calibration of our software to your specific test cases; - Customization of the whole CFD chain towards customer specific requests; - Integration of NUMECA software into customer design cycle chain; - Access to software routines and R&D program through priviledged partnerships. Unsteady Phenomena Predicted in Hours, Superior Solutions with Nonlinear Harmonic Approach (NLH) Cooling flow and Thermal Effects in Turbomachinery EXAMPLES OF NUMECA SOLUTIONS Aerospace Applications Automotive Industry Wind Turbine Industry Hydro Engineering FIRST for impressive gain in convergence speed, up to 3-5: CPU-Booster FIRST in commercial Open CFD environment: OpenLabs FIRST to introduce a tool for Uncertainty Quantification: UQ Module JULIEN DEBOCK Julien DEBOCK 2010 JULIEN DEBOCK 2010 JULIEN DEBOCK 2010 JULIEN DEBOCK 2010

3 HEXPRESS AutoMesh HEXPRESS / Hybrid AutoGrid5 IGG New Generation of Innovative High-Quality Full-Hex and Hex Dominant Meshing Tools for Whole CAE Applications Increase your Productivity by One Order of Magnitude AutoGrid5 HEXPRESS Unstructured Full Hex- Non Conformal - body fitted grid generator for arbitrary geometries. No prism, no tetrahedra, no pyramid cells. Customization to User-Specific Features: Python based commands accessible through scripts User-defined scripts for batch mode operations in design process Centrifugal compressor structured/unstructured performed with Autogrid5 (impeller) and HEXPRESS (Centrifugal Volute) Counter-Rotating Open Rotor Full automatic hexahedral block structured grid generator for all types of rotating machinery and turbomachinery: complex axial, radial and mixed-flow configurations. AutoGrid5 generates grids in a few minutes, with just a few clicks through a wizard-based interface. Axial multi-stage turbine Fully-Hexaedral mesh on appended hull configuration HEXPRESS /Hybrid Integrated CAD cleaning and parallel grid generation system creating conformal body-fitted meshes on complex arbitrary geometry. HEXPRESS /Hybrid produces a 100-million cell grid on a full car including the underhood in 1 hour on 48 cores, starting from unrepaired STL files. Viscous layers around main plate and flap Wind turbine mesh IGG Automatic multistage mesh topology Non axi-symmetric end walls Interactive Geometry Modeler and Multi-Block Structured Grid Generator for arbitrary geometry Parametric design and meshing of cooled turbine blade. Centrifugal multi-stage pump Hydro turbine casing and stay vane Turbocharger - Courtesy of Honeywell F1 racing car grid Simple and intuitive block creation tools Automatic mapping and block connections Automated meshing based on Python scripts Meshing replay can be used in optimization loops. HEXPRESS and HEXPRESS /Hybrid use a similar volume-to surface approach, 4 suppressing the need for a surface mesh. Both systems run in batch or interactive mode and are interfaced to all major commercial CFD codes. 5

4 FINE /Turbo Advanced CFD Technology for Turbomachinery High Performance Computing FINE /Turbo HPC Capabilities Extend Beyond 1-Billion-Cell Grids on Thousands of Processors We rely on NUMECA for their entire suite of products that helps from beginning of model creation to definition, solving and post-processing [...] I would recommend NUMECA: their tools, their people, their services are all top notch. I recommend them to everybody except our competitors! Ramgen Power Systems COO Aaron Koopman FINE /Turbo FINE /Turbo is an accurate and powerful block structured Navier-Stokes CFD software dedicated to the simulation of internal, multi-stages rotating and turbomachinery flows. FINE /Turbo integrates: Multi-stage axial compressor (Courtesy RR) Fully transparent and virtual domain decomposition allowing the launch of a grid with a small number of blocks on an arbitrary number of processors. Efficient and optimized automatic load balancing taking advantage of a large HPC configuration (thousands of processors) Fully transparent reconstruction of the solution allowing for the analysis and visualization of the solution on the original grid or at coarser level in CFView Casing/hub treatment fully hexahedral automated grid generator AutoGrid5 & IGG ; advanced density-based numerical algorithms with robust local preconditioning for incompressible flow; automatic performance curve construction & summary reports; easy-to-use and intuitive interface for fast solution set-up; dedicated post-treatment for turbomachinery in CFView ; batch process for transparent integration in a design cycle; multi-physics: aero-acoustics, fluid structure interaction, real gas modeling, particle tracking, cavitation, conjugate heat transfer, etc. Wind Turbine Fan Centrifugal Compressor Hydro Energy applications Space Pump Geometry Overview Linear speed-up up to 500 cores Mesh CPU-Booster TM : Convergence in 50 cycles Integrated Nacelle & Rotating Fan Counter Rotating Open Rotor Propeller 6 CPU-Booster TM Axial Compressor Allowing higher CFL number ~1000 Very fast convergence Gain: 1 to 2 orders of magnitude faster CPU time Automatic Performance Curve construction starting from design point within user-specified range NASA Stage 67: Recirculated Injector calculated with Full Unsteady NLH simulation million grid cells (left: B2B view, right: 3D view) 7

5 FINE /Open with OpenLabs Unstructured CFD Technology for Complex Flow Configurations MultiPhysics Fluid Structure Interaction Modal Approach, Coupling through MPPCI and Strong Coupling in FINE /FSI-Oofelie Biomedical flows : Blood simulation in the aorta FINE /Open with OpenLabs FINE /Open with OpenLabs is an accurate unstructured Navier-Stokes solver, with extended turbulence and physical models. FINE /Open with OpenLabs solves any flow, from incompressible to low and high speed flows. FINE / Open with OpenLabs integrates HEXPRESS or HEXPRESS /Hybrid. Modal Approach for Forced Response Analysis Rotor 67 Transonic compressor blade Flutter on Agard Wing Vortex Vibration Beam: Amplitude and Frequency Experiment and CFD Comparison Urban environment flows: Brussels, Courtesy Immobilière du Royal Rogiers and AM Art & Build/Montois Partners Transonic compressor blade magnitude of deformation on the blade surface [m] and relative mach number at mid span. Automotive applications MPPCI for Flutter Analysis FINE /FSI-Oofelie for Curtain Header Displacement Fluid: water & Solid material: steel. Maximum enlargement of the slot: 1.21 mm with no reinforcement, mm with cylinders, 0.44 mm with plates. Composite wind turbine blade displacement. FSI simulation: Coupling of FINE TM /Open with OpenLabs TM (CFD) and ABAQUS (Simulia-FEA) through MPCCI. Convergence for complete car geometries in 50 cycle! Jeep (19 million cells) Solution-adaptive grid optimization for higher accuracy MPCCI: Mesh-based Parallel Code Coupling Interface from Fraunhofer Institute SCAI MPCCI interface for codes coupling. 8 Aerospace: transonic to hypersonic flows For more information on OpenLabs go to page 18 9

6 FINE /Marine The leading CFD software for naval architects and marine engineers Resistance calculation including hydrofoils Resistance calculation at Froude 0.24 FINE /Marine is a unique integrated CFD software environment for the simulation of mono-fluid and multi-fluid flows around any kind of ships, boats or yachts, including various types of appendages. The powerful and customized graphical user interface drives the user into the whole simulation process and integrates marine-dedicated features for different applications. Sailing yachts, offshore vessels, cruise ships...and much more! Graphical User Interface FINE GUI Marine-dedicated environment Fully scriptable Mesh Generator HEXPRESS Highly automated mesh generator for high quality and full hexahedral unstructured meshes. Post-processing CFView Powerful post-processing and scientific visualization system offering all qualitative and quantitative tools and marine dedicated add-ons for flow visualization and analysis. Marine-dedicated add-ons Fully scriptable Flow Solver ISIS-CFD 10 FINE /Marine is the first code that gave us confidence in the use of CFD tools, with results never differing much from experimental values. Dr. Piet Van Oossanen, Van Oossanen Naval Architects 6DOF incompressible flow solver, recognized as having the best accuracy for all types of marine applications, including free surface capturing. ISIS-CFD is developed by the Ecole Centrale de Nantes (ECN) and CNRS and industrialized in partnership with NUMECA. Drastically reduce the engineering time to set-up resistance and sea keeping simulations with the new C-Wizard! 11

7 FINE /Acoustics Efficient Aero-Acoustic Prediction The FIRST Integrated Aero & Vibro Acoustic Suite Integrated solution FINE /Acoustics is a fully CFD Integrated environment dedicated to Aero-Vibro-Acoustic simulations. It provides the capabilities to solve a wide range of aeroacoustic and fully coupled vibro-acoustic problems, from simple pre-design calculations to detailed large scale analyses of complex systems. CROR blades location FW-H radiating surfaces Key features Integrated with FINE /Turbo, NLH method and FINE /Open Interfaced to any commercial CFD software Turbulence noise modeling through the Flow-Noise DSNG solver FW-H, FEM, BEM coupled propagation modules Flexible GUI providing pre/post processing capabilities Fan noise - aero-engine nacelles NLH analysis of noise source and propagation Radiation from solid/permeable, fixed/rotating FW-H surfaces FW-H simulation of CRORs radiated noise Automatic import/transformation of harmonic data computed with the NLH method. Possibility to simulate angle of attack and supersonic tip-speed flow conditions. Integrated CFD-Acoustic approach for tonal noise CFD-Acoustic integrated simulation of turbo-machinery applications Simultaneous analysis of noise source and propagation (FINE /Turbo -NLH) Analysis of noise radiation (FINE /Acoustics) Flow-noise Flow-Noise reconstruction of turbulence broadband noise Unique stochastic method available on the market Approach based on a cost-efficient steady RANS simulation Acoustic pressure amplitude Exploitation of the DSNG algorithm (ref. AIAA ) Acoustic sources evaluation by means of Sound propagation in the nacelle duct and near-field Lighthill and Lamb formulations (computed with FINE /Turbo) Coupling with BEM/FEM in presence of 12 interactions with solid bodies Sound radiation in the far-field (computed Turbulence noise reconstruction (Flow-Noise simulation Orders of magnitude faster than LES/DES with FINE /Acoustics) of an airfoil with slat deployed) approaches 13

8 Vibro-Acoustic Analysis AutoDesign The FIRST Totally Integrated Design and Optimization Software for Turbomachinery FINE /Acoustics performs fully coupled BEM-FEM vibro-acoustic analysis Import of structural modes from main structural solvers (Nastran, Abaqus, Ansys) Easy definition of applied forces Import of applied pressure fields from any CFD tool Acoustic mesh automatically extracted from Structural and CFD meshes Surface mesh coarsening Automatic Shrink-Wrapping for hole closure and mesh size reduction Acoustic pressure distribution over the water pump surface and in the far-field (at BPF and high frequency) AutoDesign graphical user interface within OMNIS 1.1 Axial compressor 1.5 stage with fillet on blades Preliminary and optimized design Multidisciplinary 3D blade shape optimization Aero-Vibro-Acoustic Analysis of Exhaust Systems (mufflers) Transmission Loss FINE /Acoustics enables simulation of Pipe-Noise, Shell-Noise and Flow-Noise in muffler applications. Automatic calculation of Transmission Loss with different approaches (transfer matrix, impedance matrix). Multi-domain fully coupled FEM / BEM modules, with structural coupling. Sound absorption from bulk reacting materials (e.g. foam, mineral wool, fibers), perforated surfaces, dissipative media. Surface impedance boundary condition available. Turbomachinery dedicated system Preliminary design with AutoDesign Design of Experiment Parametric blade modeler with AutoBlade Optimization with genetic and Krylov algorithm Artificial neural network model Coming soon: user-friendly adjoint based optimization Centrifugal compressor: Aerodynamic & Acoustic Optimization with FINE /Design3D Automatic calculation of Transmission Loss of an automotive muffler From 1D to 3D turbomachinery design and optimization including flow and mechanical stresses optimization Initial Optimized

9 AutoBlade & FINE /Design3D Multipoint and Multi-Objective Optimization 3D Design and Optimization Rotating Machinery AutoBlade AutoBlade is an advanced and easy-to-use 3D parametric modeler dedicated to the design of rotating and turbo-machinery blades including: Conversion of CAD models to a fully parametric definition, Fitting module to import an existing geometry Interactive graphical edition of the design parameters, Large variety of turbomachinery parametric models, Parametric variables for: end walls; non-axisymmetric hub/shroud; blade profile; splitter blades; profile stacking; technological effects; User defined parameters; Dependency between parameters decreasing the size of optimization parameters; Tool analysis for blade and meridional contour; Full undo/redo capability; And much more! Pre-defined parameter templates for various configurations: axial, centrifugal, radial, compressor, fan, turbine, pump, wind-turbine. FINE /Design3D Initial FINE /Design3D is highly integrated 3D optimization tool designed to improve the performance of rotating and turbomachinery blades. It allows designers to break the limit of traditional design rules and explore the concept of computer-based 3D innovative design. FINE /Design3D integrates in a user-friendly interface, the 3D parametric blade modeler AutoBlade TM, genetic algorithms artificial intelligence, design of experiments techniques and efficient optimization algorithms. Turbocharger innovative guide vane profile ( Courtesy BOSCH MAHLE Turbosystems ) Optimized 3D Compressor blade multi-points optimization AutoBlade Easy-to-Use GUI including: 1. Model editor 2. Interactive 3. Contextual Menus 4. Customizable 3D view 5. View controls 6. Analysis tools 7. Undo / redo functions 3D turbine multi-points optimization Initial Optimized Mixed flow fan stage optimization Number of blades and separation zones (red area) are improved Applications FINE /Design3D covers a large range of applications Blade Re-cut Non-axisymmetric User-defined parameters including multi-stage axial, radial and mixed-flow hub/shroud compressor, turbine, pumps, fans, wind-turbine KAPLAN Torque Converter Turbine or propellers optimization optimization

10 NUMECA s Approach to Open CFD Combine the advantage of an Open CFD code with a highly powerful & fully supported industrial and quality assured software environment. OpenLabs OpenLabs is a dialogue system with the underlying CFD code FINE /Open accessing its routines and sources in a Lab in easy text format, allowing unlimited customization for your own code usage. Create or download Labs from the NUMECA library and benefit from a wide community experience through a forum. Unique business model with advantageous cost control for: Industrial users benefit from FINE /Open with OpenLabs with unlimited parallel cores capability at the cost of a single seat configuration. Academic users benefit from the Academic Membership program with unlimited access to seats and parallel cores. OpenLabs GUI Figure 1 Examples of applications Example of a Lab to add a Transport equation for the pollutant mass Fraction. Figure 1: the Transport equation Figure 2: part of the Lab Figure 2 Initial free surface position for a VOF simulation Unsteady inlet boundary conditions Mass diffusion to track pollutant concentration Realizable k-ε model, round/jet anomaly correction Generalized transition models Time-dependent heat source Radiation optical properties, soot formation Droplet condensation model, cavitation models Heat source term added to a solid block OpenLabs Membership for Academic Research and Education To join this program contact the Numeca Academic Group at [email protected] the registration is very simple and straightforward and the cost is limited to 500 per department. Annual membership FINE /Open with OpenLabs : as many licenses on as many cores as needed for your department Documentation and tutorials included Access to online discussion forum Possibility for Labs exchange Mach number 2 nd order upwind with mesh adaptation NACA0012 α = 2, static pressure color contour Contour of mass fraction Plot: axial velocity at center line KEY FEATURES Open CFD through OpenLabs Automatic full hexa or hex-dominant meshing (HEXPRESS & HEXPRESS /Hybrid) Reduction by one order of magnitude of the CPU time compared to other CFD code, with the CPU-Booster Access to models in combustion, multiphase, radiation Easy set-up of test case Add/customize physical model Compile with a single Visualize added quantity Optional extension to FSI in FINE /Open GUI in OpenLabs GUI click and run (FINE /Oofelie) on request Actuator disk model of propellers in a duct All types of flow and liquids, from low speed to hypersonic regime 18 19

11 CPU-Booster Drastically reduce your computation time Modal & Flutter Analysis Modal Approach for Fluid Structure Interaction Prediction CPU-Booster fits into NUMECA s objective to keep reducing computation time. Most importantly, this time reduction is made without compromising the accuracy of the flow solution. CPU-Booster reduces the computation time by up to one order of magnitude with an optimum efficiency on large mesh size. CPU-Booster is available with FINE /Turbo and FINE /Open with OpenLabs and can be applied to various turbomachinery and external flow configurations. FSI computation with one single code FINE /Turbo and FINE /Open with OpenLabs extend their capabilities with the modal approach, an efficient method for fluid structure interaction prediction. Only one single integrated code is used: the modal equations of the structure part are solved inside the Cold-to-hot Analysis fluid flow solver. No additional interpolation is required between fluid and structure data during the FSI computation, reducing the computation time and increasing the accuracy. Impressive gain in convergence speed, up to 1 order of magnitude Automatic settings for the flow solver when activating the CPU-Booster This new method allows users to increase the CFL number up to 1,000 The CPU-Booster is compatible with the main features of FINE /Turbo and FINE /Open with OpenLabs Steady blades deformation due to centrifugal and aerodynamic effects. Right: example of magnitude of deformation (m) for Rotor 67. Forced Response Analysis Unsteady blades deformation under adjacent blade row passing wake. Right: example of deformation field on stator blade of a compressor stage (Courtesy of TU Darmstadt) Unique convergence acceleration technique Flutter Analysis Unique on the market: Flutter Analysis of turbo machinery now affordable at industrial level with the coupling of Modal Approach and the NLH method. The blades aerodamping can be derived from the unsteady flow response by computing only one passage per blade row at whatever IBPA! Stability paramenter Aerodamping versus IBPA IBPA (deg) NASA LSCC - Blade deformation - IBPA

12 Uncertainty Quantification Enhance the reliability of your CFD simulations Non-Deterministic Simulations Managing Uncertainties and Risks within NUMECA s CFD Simulation Process Actual operating conditions of industrial systems are a combination of numerous operational and geometrical uncertainties. This is a major source of risk in the design process. Operational and geometrical uncertainties in the CFD simulation: Tolerances of manufacturing Uncertainties on inlet and boundary conditions Model uncertainties Incompressible numerical errors etc. NASA Rotor 37 New methodologies are required to incorporate the presence of uncertainties at the level of the simulation tools in order to improve the predictive reliability. This means that the simulations tools become nondeterministic. Non-deterministic specific menu Different probability density function can be set for each uncertainty Pre-defined or user-defined probability density functions can be used Turbomachinery performance map with error bars With NUMECA s Uncertainty Quantification module, designers now have the capability to easily quantify uncertainty and produce a range of confidence in their performance prediction. Through an intuitive interface, the UQ module allows users to set input parameters uncertainty gaussians, combine them to get the effect on the solution. Quantify the effect of input parameters uncertainty on CFD solutions. Operational uncertainty: Uncertain Inlet Total Pressure profile. Pressure distribution around mid-span blade profile. Node locations (left). Shock locations are observed with larger uncertainty(right). Error bars represent variation of standard deviation σ. NACA0012 Airfoil Courtesy TU DELFT Re=3.106, Angle of Attack: 3 degrees Geometrical uncertainties: Uncertain relative thickness, Uncertain camberline. Output: The airfoil pressure coefficient & its standard Operational uncertainty: Uncertain Outlet Static Pressure. deviation. Pitch-wise averaged pressure ratio radial distribution. Larger uncertainty near tip

13 FINE /Open with OpenLabs for Combustion & Radiation Modeling Robust, Accurate and Reliable Modules for All Types of Combustion Full Hex HEXPRESS Mesh of an Aero Engine Combustor FGM - Flamelet Generated Manifold Approach: NUMECA s Unique Feature for Improved Modelling Simulation of the Reactive Flow in a Combustion Chamber > Applications Simulation of furnaces General non-premixed or partially premixed gaseous combustion processes Aero-engine combustors Gas turbine combustors Easy to Use GUI for Combustion and Radiation Modelling Combustion Look-up Table Automatically Generated full-hex Mesh Attached Flame RANS Flamelet FGM TU Darmstadt s Generic Gas Turbine Combustor > Non-Premixed Combustion Modeling: Mixture fraction approach Tabulated chemistry method Enthalpy defect method for simulation of non-adiabatic flames (radiative heat loss) Spray combustion > Partially Premixed Combustion Modeling: Mixture fraction/progress variable approach Two modeling methods available: Flamelet Generated Manifold technique Hybrid BML/Flamelet model > Premixed Combustion Modeling: Progress variable approach for flame front tracking Zimonts Turbulent Flame Speed Closure Lifted Flame Progress Variable > Multi-species framework for general reactive flow simulations Finite rate chemistry Eddy dissipation modeling approach > Radiation Modeling: First Order Spherical Harmonics Method (P1) Emission Model for optically thin media Finite Volume Method (FVM) for radiative heat transfer Weighted-Sum-of-Grey-Gases (WSGG) method for the determination of optical properties > Modeling Pollutant Formation: NOx postprocessing module (thermal) Soot models: One equation model of Greeves & Khan Two equation model of Moss & Lindstedt Non-premixed Combustion GUI Partially-premixed Combustion GUI Accurate and Reliable Predictions with the FGM Method Experiment Temperature OH Velocity magn. z z FGM table created with TABGEN/Chemistry, NUMECA s combustion table generation tool. The plot shows the temperature manifold in dependence of the mixture fraction and the progress variable z Modeling of the Reactive Flow in Premixed Combustors Modeling the Combustion Process and the Radiative Heat Transfer in Furnaces r r r Sydney/Sandia Bluff-body Stabilized Flame (Experiment and simulated flow fields) 24 This shows the streamlines coloured with the temperature of the simulated flow field in DLR Stuttgart s model combustor. The computation was carried out using Zimont s modeling approach for premixed combustion processes. Simulated temperature field in the IFRF glass melting furnace. The temperature field was obtained using a non-premixed flamlelet method coupled with the P1 radiation model FGM: Flamelet Generated Manifold 25

14 Multifluid & Multiphase Flows A Large Range of Models to Cover all CFD Applications and Physics Lagrangian particle tracking in turbomachines Porous Media for Flow in the Nuclear Reactor VOF Model for Free Surface flow User Defined Fluid Properties Streamlines of relative particle velocities in a turbine (stator-rotorstator configuration) Lagrangian Particle Tracking for Separators TABGEN: User Generated Thermodynamic Table for Multiphase & Multifluid Thermodynamic & Transport Properties Broken Dam Problem with the free surface VOF model. Evolution of the wave shape with time Perfect Gas, Ideal gas with Cp(T), Real fluid modeling Barotropic Model for Cavitating Flow Modeling of Evaporating Sprays Multiphase flow Lagrangian particle tracking approach one or two way coupling TABGEN, Thermodynamic table generation tool for complex real Fluids and mixture definition based on the NIST-REFPROP database. 84 pure fluids & mixtures with up to 20 components: typical natural gas constituents, hydrocarbons, main air constituents, water, refrigerants, noble elements Compressible Cavitating Flows DELFT Hydrofoil Cavitating flow showing bubble detachment captured by FINE /Turbo barotropic cavitation law. Courtesy TU Delft. Volumic Heat Sources for FIRE Simulation Particle velocity streamlines with fluid axial velocity contour field and iso-lines of particle diameter at location of complete evaporation. Mean number diameter of initially mono-dispersed evaporating droplet spray. Fire simulation with FINE TM /Open with OpenLabs TM volumic heat source model Cavitating flow of R114 liquid on 4 Venturi (Thermo table approach). Compressibility effects are well taken into account here. Sharp discontinuity captured at the bubble frontier. Cavitating flow on marine propeller. The wake is well captured by FINE /Turbo barotropic cavitation law. Experimental results courtesy INSEAN Italy

15 Unsteady Phenomena Predicted in Hours, Superior Solutions with Nonlinear Harmonic Approach (NLH) 2 Orders of Magnitude Gain in CFD Turn-Around Time NLH Method for Large Scale Multi-Stage Turbomachinery Unsteady Flow One passage mesh only: less memory and affordable CPU time NLH for Flow Distortion Flow distortion in external and internal flow NLH for Flutter Analysis NLH Method for Casing Treatment (Courtesy LFA TU-München). Fluctuation of Static Pressure [Pa] in the volute due to the relative motion of the impeller. Reconstruction in CFView. NLH Method for Clocking Analysis Only one run for the whole clocking spectrum NASA LSCC - Blade deformation - IBPA 90 Nonlinear Harmonic (NLH) CPU Time 3D Radial Turbine Stator 1 and Stator 2 are aligned Solution after rotation of the stator 1 by 80% of its pitch. Efficiency is better at this clocking angle. NLH for Aero-Acoustics Nonlinear Harmonic Method in FINE /Open with OpenLabs Blade-to-blade cut at mid-span Distortion effects on orders of magnitude gain in CPU time. NLH compared to full unsteady with reference to quasi-steady mixing plane in logarithmic scale. Fan stage acoustic pressure wave 3 harmonics per perturbation One blade passage computed 29

16 Cooling Flow and Thermal Effects in Turbomachinery FINE /Turbo, FINE /Open with OpenLabs & AutoMesh Offer Flexibility in Handling Cooled Turbine & Conjugate Heat Transfer (CHT) Flows Full meshing flexibility in AutoMesh by: Parametric design and meshing in AutoGrid5 TM ; Fully hexahedral unstructured meshing in HEXPRESS TM ; Extremely complex configuration meshing in HEXPRESS TM / Hybrid. All Hexahedral Cooled Channel Structured Mesh Local Source & Sink Terms for Film Cooling No meshing of the channels is required Full Mesh Cooling Module Rich options for solving Turbine Conjugate Heat Transfer by meshing real geometry or by source/sink terms without channel meshing. Extremely Complex Configuration Meshing in HEXPRESS /Hybrid AutoGrid5 allows easy positioning of local source & sink locations: single hole, line of holes or slots Experiment : red dots Cooling/Bleed : blue continuous line Full mesh : blue dotted line Cooling Module Full Mesh Cooling Module and Full mesh flow configurations give similar results. (Case Duden, 1999) Cooled Turbine Parametric Design and Automatic Meshing in AutoGrid5 Increasing blowing ratio Internal cooling passages, solid body and external blade main channel meshing (AutoGrid5 ) Interactive and easy-to-use graphical user interface. Fully Hexahedral Unstructured Mesh (HEXPRESS ) CHT CHT simulation compared to test result. Blade surface temperature. Mark II turbine test case Streamline and temperature in fluid and solid body. 1 stage (IGV + Rotor), 20 million cells on 45-core cluster Conjugate Heat Transfer simulation is made simple with non-matching FINE /Open with OpenLabs with HEXPRESS provide high quality full hexa unstructured resolution of cooled turbine phenomena. interfaces between solid-fluid and fluid-fluid blocks for higher quality of mesh

17 NUMECA CFD Solutions for Aerospace Applications Broad Range of Applications: External, Internal, Low Speed, High Speed, Thermal, Fluid Structure Interaction, Acoustics Automated Full-Hex Mesh for Quick CFD Turn Around & Accurate Refueling Simulation HEXPRESS /Hybrid Hex Dominant Parallel Meshing of Hyper-Complex Full Aircraft Configuration in Hours Passenger Comfort Analysis Hypersonic Flow HVAC in an aircraft cabin HEXPRESS full-hex mesh of a wing-box fuel tank for refueling simulation High-Lift Device Design Flutter Analysis Flutter Analysis: FSI coupling of FINE /Open with OpenLabs and an FEA code through MPCCI Very fast accurate aerodynamic performance of transonic, supersonic & hypersonic flows with CPU-Booster TM Alpha=10 Alpha=31 High-lift devices performance at low speed configuration Extended Range of Capabilities for Aircraft Installation and Integration Fast and Accurate Prediction of Aerodynamics of Passenger Airliner Lift vs.angle of attack CPU-Booster TM : Convergence at 50 cycles. 32 Aircraft configuration study: Open Rotor-Fuselage interaction (top left), Pylon-Open rotor interaction (top right), Ground effect at take-off (bottom left), Wingbody interaction (bottom right) 33

18 NUMECA CFD Solutions for the Automotive Industry Increase Your Productivity by at Least One Order of Magnitude Breakthrough in Full Automatic Meshing with HEXPRESS /Hybrid NO CAD Cleaning - NO Surface Mesh Standard Approach: NUMECA CPU-Booster TM combined with the agglomeration multigrid allows for running with CFL 1000 in around 50 cycles for complete car geometries! This translates in a gain of at least one order of magnitude in convergence time! Days / weeks of engineering time Hydroplaning Hydroplaning simulation of a tyre, employing free-surface and splash, plus particle tracking within the grooves Breakthrough in CFD Solution with FINE /Open with OpenLabs Full Second Order Accurate solution Agglomeration multigrid CPU-Booster TM NUMECA s solution: Thermal Flow in a Cabin F1 (40 million cells) Hyper-Complex Configuration Meshing HEXPRESS /Hybrid allows meshing of complete car configurations... Hours with HEXPRESS TM /Hybrid Heat Transfer Flow over a motor bloc External Aerodynamics 34 35

19 NUMECA Solutions for the Wind Turbine Industry Breakthrough in Full 3D Wind Turbine Blade Optimization with FINE /Design3D Multi-point and multi-objective optimization Fully automatic process with no user intervention Optimization featuring Design of Experiments, Artificial Neural Network and Genetic Algorithms Powered by AutoBlade, 3D parametric blade modeler with pre-defined template for Wind Turbine Breakthrough in 3D Wind Turbine Meshing: Full automatic all hexahedra cells meshing in minutes with AutoGrid5 Black: Optimized Blade Red: Initial Blade 2.5 MW twist distribution optimized blade with a gain in annual energy production between 5 and 10%. Simulation of Terrain Effects on Wind Farm Energy Production with FINE TM /Open with OpenLabs TM 3D flow features at high wind speed Fluid Structure Interactions Strong fluid/structure interaction with FINE TM /FSI-Oofelie Modal approach in FINE TM /Turbo Coupling to FEA commercial or in-house tools through MPCCI Advanced Applications: Complex configuration Cross wind in single blade passage Unsteady flow simulation Vibration Flow generated noise Breakthrough in Flow Simulation Computing Time: Fully accurate solution in about 50 cycles with CPU- Booster TM. Wind speed prediction for wind turbine placement in urban environment FSI - Enhancing the torsional flexibility of the blade by optimal selection of the composite fiber orientation 36 37

20 Advanced CFD and Optimization Solutions for Hydro Engineering High Quality all Hexahedra Cells Meshing with AutoGrid5 and HEXPRESS Nonlinear Harmonic Method: A Major Breakthrough in Unsteady CFD Simulations Accurate Rotor/Stator interactions Single passage mesh simulations Accurate unsteady solution with low number of harmonics (Blade Passing Frequencies) Reconstruction in time of the solution Unstructured mesh for spiral casing and distributor (HEXPRESS - < 1 hour CPU time for 1 million cells) Structured mesh for Francis Turbine stay vane, guide vane and runner (AutoGrid5 - mesh generated in a few minutes on a standard PC) Comparison of Non-Linear harmonic and sliding grid simulation: instantaneous Blade pressure distribution and pressure fluctuation amplitude through FFT Full 3D Blade Optimization with FINE /Design3D Advanced Cavitation Modelling Nonlinear Harmonic Sliding Grid Mesh size 900,000 15,000,000 RAM 1.5 Gb 7.5 Gb Before After Iterations ,000 Optimized blade and comparison of Blade Sections (initial in red & optimized in green) CPU Time w.r.t. Steady Mixing Plane 5 > 1000 CPU cost comparison for Nonlinear Harmonic and Sliding Grid simulation with reference to Steady Mixing Plane simulation. 38 Centrifugal Pump - Cavitation increase on suction side of the impeller with decreasing NPSH 39

21 NUMECA International CORPORATE OFFICE Chaussée de la Hulpe,189, Terhulpse Steenweg 1170 Brussels - BELGIUM Tel: Fax: [email protected] - NUMECA is distributed worldwide: please refer to our website for more details.

FINE TM /Marine. CFD Suite for Marine Applications. Advanced Development for Better Products. www.numeca.com

FINE TM /Marine. CFD Suite for Marine Applications. Advanced Development for Better Products. www.numeca.com FINE TM /Marine CFD Suite for Marine Applications Advanced Development for Better Products www.numeca.com FINE TM /Marine FINE /Marine is a unique integrated CFD software environment for the simulation

More information

Computational Fluid Dynamics Research Projects at Cenaero (2011)

Computational Fluid Dynamics Research Projects at Cenaero (2011) Computational Fluid Dynamics Research Projects at Cenaero (2011) Cenaero (www.cenaero.be) is an applied research center focused on the development of advanced simulation technologies for aeronautics. Located

More information

CONVERGE Features, Capabilities and Applications

CONVERGE Features, Capabilities and Applications CONVERGE Features, Capabilities and Applications CONVERGE CONVERGE The industry leading CFD code for complex geometries with moving boundaries. Start using CONVERGE and never make a CFD mesh again. CONVERGE

More information

Computational Modeling of Wind Turbines in OpenFOAM

Computational Modeling of Wind Turbines in OpenFOAM Computational Modeling of Wind Turbines in OpenFOAM Hamid Rahimi [email protected] ForWind - Center for Wind Energy Research Institute of Physics, University of Oldenburg, Germany Outline Computational

More information

CFD Applications using CFD++ Paul Batten & Vedat Akdag

CFD Applications using CFD++ Paul Batten & Vedat Akdag CFD Applications using CFD++ Paul Batten & Vedat Akdag Metacomp Products available under Altair Partner Program CFD++ Introduction Accurate multi dimensional polynomial framework Robust on wide variety

More information

Simulation of Fluid-Structure Interactions in Aeronautical Applications

Simulation of Fluid-Structure Interactions in Aeronautical Applications Simulation of Fluid-Structure Interactions in Aeronautical Applications Martin Kuntz Jorge Carregal Ferreira ANSYS Germany D-83624 Otterfing [email protected] December 2003 3 rd FENET Annual Industry

More information

Pushing the limits. Turbine simulation for next-generation turbochargers

Pushing the limits. Turbine simulation for next-generation turbochargers Pushing the limits Turbine simulation for next-generation turbochargers KWOK-KAI SO, BENT PHILLIPSEN, MAGNUS FISCHER Computational fluid dynamics (CFD) has matured and is now an indispensable tool for

More information

Aerodynamic Department Institute of Aviation. Adam Dziubiński CFD group FLUENT

Aerodynamic Department Institute of Aviation. Adam Dziubiński CFD group FLUENT Adam Dziubiński CFD group IoA FLUENT Content Fluent CFD software 1. Short description of main features of Fluent 2. Examples of usage in CESAR Analysis of flow around an airfoil with a flap: VZLU + ILL4xx

More information

CROR Noise Generation Mechanism #3: Installation Effects (& Quadrupole Noise)

CROR Noise Generation Mechanism #3: Installation Effects (& Quadrupole Noise) CROR Noise Generation Mechanism #3: Installation Effects (& Quadrupole Noise) Arne Stuermer & Jianping Yin Institute of Aerodynamics & Flow Technology DLR Braunschweig Germany 14th CEAS-ASC Workshop October

More information

Keywords: CFD, heat turbomachinery, Compound Lean Nozzle, Controlled Flow Nozzle, efficiency.

Keywords: CFD, heat turbomachinery, Compound Lean Nozzle, Controlled Flow Nozzle, efficiency. CALCULATION OF FLOW CHARACTERISTICS IN HEAT TURBOMACHINERY TURBINE STAGE WITH DIFFERENT THREE DIMENSIONAL SHAPE OF THE STATOR BLADE WITH ANSYS CFX SOFTWARE A. Yangyozov *, R. Willinger ** * Department

More information

O.F.Wind Wind Site Assessment Simulation in complex terrain based on OpenFOAM. Darmstadt, 27.06.2012

O.F.Wind Wind Site Assessment Simulation in complex terrain based on OpenFOAM. Darmstadt, 27.06.2012 O.F.Wind Wind Site Assessment Simulation in complex terrain based on OpenFOAM Darmstadt, 27.06.2012 Michael Ehlen IB Fischer CFD+engineering GmbH Lipowskystr. 12 81373 München Tel. 089/74118743 Fax 089/74118749

More information

Part IV. Conclusions

Part IV. Conclusions Part IV Conclusions 189 Chapter 9 Conclusions and Future Work CFD studies of premixed laminar and turbulent combustion dynamics have been conducted. These studies were aimed at explaining physical phenomena

More information

Overset Grids Technology in STAR-CCM+: Methodology and Applications

Overset Grids Technology in STAR-CCM+: Methodology and Applications Overset Grids Technology in STAR-CCM+: Methodology and Applications Eberhard Schreck, Milovan Perić and Deryl Snyder [email protected] [email protected] [email protected]

More information

Relevance of Modern Optimization Methods in Turbo Machinery Applications

Relevance of Modern Optimization Methods in Turbo Machinery Applications Relevance of Modern Optimization Methods in Turbo Machinery Applications - From Analytical Models via Three Dimensional Multidisciplinary Approaches to the Optimization of a Wind Turbine - Prof. Dr. Ing.

More information

Module 6 Case Studies

Module 6 Case Studies Module 6 Case Studies 1 Lecture 6.1 A CFD Code for Turbomachinery Flows 2 Development of a CFD Code The lecture material in the previous Modules help the student to understand the domain knowledge required

More information

Performance prediction of a centrifugal pump working in direct and reverse mode using Computational Fluid Dynamics

Performance prediction of a centrifugal pump working in direct and reverse mode using Computational Fluid Dynamics European Association for the Development of Renewable Energies, Environment and Power Quality (EA4EPQ) International Conference on Renewable Energies and Power Quality (ICREPQ 10) Granada (Spain), 23rd

More information

Compatibility and Accuracy of Mesh Generation in HyperMesh and CFD Simulation with Acusolve for Torque Converter

Compatibility and Accuracy of Mesh Generation in HyperMesh and CFD Simulation with Acusolve for Torque Converter Compatibility and Accuracy of Mesh Genen in HyperMesh and CFD Simulation with Acusolve for Converter Kathiresan M CFD Engineer Valeo India Private Limited Block - A, 4th Floor, TECCI Park, No. 176 Rajiv

More information

Platform Technology for Computational Fluid Dynamics Supporting Design of System Products

Platform Technology for Computational Fluid Dynamics Supporting Design of System Products Hitachi Review Vol. 61 (2012), No. 6 244 Platform Technology for Computational Fluid Dynamics Supporting Design of System Products from Power Plants and Industrial Machinery to Home Appliances Shigehisa

More information

OpenFOAM Optimization Tools

OpenFOAM Optimization Tools OpenFOAM Optimization Tools Henrik Rusche and Aleks Jemcov [email protected] and [email protected] Wikki, Germany and United Kingdom OpenFOAM Optimization Tools p. 1 Agenda Objective Review optimisation

More information

CFD Analysis of Swept and Leaned Transonic Compressor Rotor

CFD Analysis of Swept and Leaned Transonic Compressor Rotor CFD Analysis of Swept and Leaned Transonic Compressor Nivin Francis #1, J. Bruce Ralphin Rose *2 #1 Student, Department of Aeronautical Engineering& Regional Centre of Anna University Tirunelveli India

More information

Rapid Design of an optimized Radial Compressor using CFturbo and ANSYS

Rapid Design of an optimized Radial Compressor using CFturbo and ANSYS Rapid Design of an optimized Radial Compressor using CFturbo and ANSYS Enrique Correa, Marius Korfanty, Sebastian Stübing CFturbo Software & Engineering GmbH, Dresden (Germany) PRESENTATION TOPICS 1. Company

More information

Lecture 16 - Free Surface Flows. Applied Computational Fluid Dynamics

Lecture 16 - Free Surface Flows. Applied Computational Fluid Dynamics Lecture 16 - Free Surface Flows Applied Computational Fluid Dynamics Instructor: André Bakker http://www.bakker.org André Bakker (2002-2006) Fluent Inc. (2002) 1 Example: spinning bowl Example: flow in

More information

HydrOcean, your numerical hydrodynamic partner

HydrOcean, your numerical hydrodynamic partner HydrOcean, your numerical hydrodynamic partner Contact: Luke Berry, Account Manager [email protected] Tel: +33 (0)2 40 20 60 94 Who We Are Overview Founded in 2007 by E. Jacquin Spinoff from Ecole

More information

CFturbo Modern turbomachinery design software

CFturbo Modern turbomachinery design software COMPRESSOR Tech Magazine CFturbo Modern turbomachinery design software Designing new compressors from scratch and compressor redesign By Ralph-Peter Mueller & Gero Kreuzfeld Ralph-Peter Mueller and Gero

More information

2013 Code_Saturne User Group Meeting. EDF R&D Chatou, France. 9 th April 2013

2013 Code_Saturne User Group Meeting. EDF R&D Chatou, France. 9 th April 2013 2013 Code_Saturne User Group Meeting EDF R&D Chatou, France 9 th April 2013 Thermal Comfort in Train Passenger Cars Contact For further information please contact: Brian ANGEL Director RENUDA France [email protected]

More information

Express Introductory Training in ANSYS Fluent Lecture 1 Introduction to the CFD Methodology

Express Introductory Training in ANSYS Fluent Lecture 1 Introduction to the CFD Methodology Express Introductory Training in ANSYS Fluent Lecture 1 Introduction to the CFD Methodology Dimitrios Sofialidis Technical Manager, SimTec Ltd. Mechanical Engineer, PhD PRACE Autumn School 2013 - Industry

More information

Lecture 6 - Boundary Conditions. Applied Computational Fluid Dynamics

Lecture 6 - Boundary Conditions. Applied Computational Fluid Dynamics Lecture 6 - Boundary Conditions Applied Computational Fluid Dynamics Instructor: André Bakker http://www.bakker.org André Bakker (2002-2006) Fluent Inc. (2002) 1 Outline Overview. Inlet and outlet boundaries.

More information

TwinMesh for Positive Displacement Machines: Structured Meshes and reliable CFD Simulations

TwinMesh for Positive Displacement Machines: Structured Meshes and reliable CFD Simulations TwinMesh for Positive Displacement Machines: Structured Meshes and reliable CFD Simulations 05.06.2014 Dipl.-Ing. Jan Hesse, Dr. Andreas Spille-Kohoff CFX Berlin Software GmbH Karl-Marx-Allee 90 A 10243

More information

GT2011 46090 ANALYSIS OF A MICROGASTURBINE FED BY NATURAL GAS AND SYNTHESIS GAS: MGT TEST BENCH AND COMBUSTOR CFD ANALYSIS

GT2011 46090 ANALYSIS OF A MICROGASTURBINE FED BY NATURAL GAS AND SYNTHESIS GAS: MGT TEST BENCH AND COMBUSTOR CFD ANALYSIS ASME Turbo Expo 2011 June 6 10, 2011 Vancouver, Canada GT 2011 46090 ANALYSIS OF A MICROGASTURBINE FED BY NATURAL GAS AND SYNTHESIS GAS: MGT TEST BENCH AND COMBUSTOR CFD ANALYSIS M. Cadorin 1,M. Pinelli

More information

University Turbine Systems Research 2012 Fellowship Program Final Report. Prepared for: General Electric Company

University Turbine Systems Research 2012 Fellowship Program Final Report. Prepared for: General Electric Company University Turbine Systems Research 2012 Fellowship Program Final Report Prepared for: General Electric Company Gas Turbine Aerodynamics Marion Building 300 Garlington Rd Greenville, SC 29615, USA Prepared

More information

Advanced discretisation techniques (a collection of first and second order schemes); Innovative algorithms and robust solvers for fast convergence.

Advanced discretisation techniques (a collection of first and second order schemes); Innovative algorithms and robust solvers for fast convergence. New generation CFD Software APUS-CFD APUS-CFD is a fully interactive Arbitrary Polyhedral Unstructured Solver. APUS-CFD is a new generation of CFD software for modelling fluid flow and heat transfer in

More information

CCTech TM. ICEM-CFD & FLUENT Software Training. Course Brochure. Simulation is The Future

CCTech TM. ICEM-CFD & FLUENT Software Training. Course Brochure. Simulation is The Future . CCTech TM Simulation is The Future ICEM-CFD & FLUENT Software Training Course Brochure About. CCTech Established in 2006 by alumni of IIT Bombay. Our motive is to establish a knowledge centric organization

More information

CFD: What is it good for?

CFD: What is it good for? CFD: What is it good for? Tom O Mahoney TNO Fluid Dynamics Introduction to CFD CFD - Computational Fluid Dynamics Computational the using of computers to simulate the physics of fluids Fluid Either gas

More information

Aeroelastic Investigation of the Sandia 100m Blade Using Computational Fluid Dynamics

Aeroelastic Investigation of the Sandia 100m Blade Using Computational Fluid Dynamics Aeroelastic Investigation of the Sandia 100m Blade Using Computational Fluid Dynamics David Corson Altair Engineering, Inc. Todd Griffith Sandia National Laboratories Tom Ashwill (Retired) Sandia National

More information

ME6130 An introduction to CFD 1-1

ME6130 An introduction to CFD 1-1 ME6130 An introduction to CFD 1-1 What is CFD? Computational fluid dynamics (CFD) is the science of predicting fluid flow, heat and mass transfer, chemical reactions, and related phenomena by solving numerically

More information

Perspective on R&D Needs for Gas Turbine Power Generation

Perspective on R&D Needs for Gas Turbine Power Generation Perspective on R&D Needs for Gas Turbine Power Generation Eli Razinsky Solar Turbine Incorporated 2010 UTSR Workshop October 26, 2011 1 Research Requirements Overview Specific Requirements 2 Society Requirements

More information

Titelmasterformat durch Klicken bearbeiten

Titelmasterformat durch Klicken bearbeiten Titelmasterformat durch Klicken bearbeiten ANSYS AIM Product simulation for every engineer Erke Wang CADFEM GmbH Georg Scheuerer ANSYS Germany GmbH Christof Gebhardt CADFEM GmbH All products involve multiple

More information

CFD modelling of floating body response to regular waves

CFD modelling of floating body response to regular waves CFD modelling of floating body response to regular waves Dr Yann Delauré School of Mechanical and Manufacturing Engineering Dublin City University Ocean Energy Workshop NUI Maynooth, October 21, 2010 Table

More information

CastNet: Modelling platform for open source solver technology

CastNet: Modelling platform for open source solver technology CastNet: Modelling platform for open source solver technology. DHCAE Tools GmbH Address: Friedrich-Ebert-Str. 368, 47800 Krefeld, Germany / Company site: Alte Rather Str. 207 / 47802 Krefeld Phone +49

More information

Computational Fluid Dynamics (CFD) and Multiphase Flow Modelling. Associate Professor Britt M. Halvorsen (Dr. Ing) Amaranath S.

Computational Fluid Dynamics (CFD) and Multiphase Flow Modelling. Associate Professor Britt M. Halvorsen (Dr. Ing) Amaranath S. Computational Fluid Dynamics (CFD) and Multiphase Flow Modelling Associate Professor Britt M. Halvorsen (Dr. Ing) Amaranath S. Kumara (PhD Student), PO. Box 203, N-3901, N Porsgrunn, Norway What is CFD?

More information

HPC Deployment of OpenFOAM in an Industrial Setting

HPC Deployment of OpenFOAM in an Industrial Setting HPC Deployment of OpenFOAM in an Industrial Setting Hrvoje Jasak [email protected] Wikki Ltd, United Kingdom PRACE Seminar: Industrial Usage of HPC Stockholm, Sweden, 28-29 March 2011 HPC Deployment

More information

Multiphase Flow - Appendices

Multiphase Flow - Appendices Discovery Laboratory Multiphase Flow - Appendices 1. Creating a Mesh 1.1. What is a geometry? The geometry used in a CFD simulation defines the problem domain and boundaries; it is the area (2D) or volume

More information

XFlow CFD results for the 1st AIAA High Lift Prediction Workshop

XFlow CFD results for the 1st AIAA High Lift Prediction Workshop XFlow CFD results for the 1st AIAA High Lift Prediction Workshop David M. Holman, Dr. Monica Mier-Torrecilla, Ruddy Brionnaud Next Limit Technologies, Spain THEME Computational Fluid Dynamics KEYWORDS

More information

Fully Automatic In-cylinder Workflow Using HEEDS / es-ice / STAR-CD

Fully Automatic In-cylinder Workflow Using HEEDS / es-ice / STAR-CD Fully Automatic In-cylinder Workflow Using HEEDS / es-ice / STAR-CD Simon Fischer Senior ICE Application Support Engineer CD-adapco Nuremberg Office Gerald Schmidt Director/Powertrain - CD-adapco New York

More information

Aerospace Systems. Industry Spotlight

Aerospace Systems. Industry Spotlight 4 Aerospace Systems Engineering simulation is an integral part of the development process for critical components and major subsystems on today s aircraft from nose to tail. By Simon Pereira Senior Application

More information

Computational Fluid Dynamics in Automotive Applications

Computational Fluid Dynamics in Automotive Applications Computational Fluid Dynamics in Automotive Applications Hrvoje Jasak [email protected] Wikki Ltd, United Kingdom FSB, University of Zagreb, Croatia 1/15 Outline Objective Review the adoption of Computational

More information

COMPUTATIONAL FLUID DYNAMICS (CFD) ANALYSIS OF INTERMEDIATE PRESSURE STEAM TURBINE

COMPUTATIONAL FLUID DYNAMICS (CFD) ANALYSIS OF INTERMEDIATE PRESSURE STEAM TURBINE Research Paper ISSN 2278 0149 www.ijmerr.com Vol. 3, No. 4, October, 2014 2014 IJMERR. All Rights Reserved COMPUTATIONAL FLUID DYNAMICS (CFD) ANALYSIS OF INTERMEDIATE PRESSURE STEAM TURBINE Shivakumar

More information

Introduction to CFD Analysis

Introduction to CFD Analysis Introduction to CFD Analysis Introductory FLUENT Training 2006 ANSYS, Inc. All rights reserved. 2006 ANSYS, Inc. All rights reserved. 2-2 What is CFD? Computational fluid dynamics (CFD) is the science

More information

CFD software overview comparison, limitations and user interfaces

CFD software overview comparison, limitations and user interfaces CFD software overview comparison, limitations and user interfaces Daniel Legendre Introduction to CFD Turku, 05.05.2015 Åbo Akademi University Thermal and Flow Engineering Laboratory 05.05.2015 1 Some

More information

Customer Training Material. Lecture 2. Introduction to. Methodology ANSYS FLUENT. ANSYS, Inc. Proprietary 2010 ANSYS, Inc. All rights reserved.

Customer Training Material. Lecture 2. Introduction to. Methodology ANSYS FLUENT. ANSYS, Inc. Proprietary 2010 ANSYS, Inc. All rights reserved. Lecture 2 Introduction to CFD Methodology Introduction to ANSYS FLUENT L2-1 What is CFD? Computational Fluid Dynamics (CFD) is the science of predicting fluid flow, heat and mass transfer, chemical reactions,

More information

THE CFD SIMULATION OF THE FLOW AROUND THE AIRCRAFT USING OPENFOAM AND ANSA

THE CFD SIMULATION OF THE FLOW AROUND THE AIRCRAFT USING OPENFOAM AND ANSA THE CFD SIMULATION OF THE FLOW AROUND THE AIRCRAFT USING OPENFOAM AND ANSA Adam Kosík Evektor s.r.o., Czech Republic KEYWORDS CFD simulation, mesh generation, OpenFOAM, ANSA ABSTRACT In this paper we describe

More information

Aeronautical Testing Service, Inc. 18820 59th DR NE Arlington, WA 98223 USA. CFD and Wind Tunnel Testing: Complimentary Methods for Aircraft Design

Aeronautical Testing Service, Inc. 18820 59th DR NE Arlington, WA 98223 USA. CFD and Wind Tunnel Testing: Complimentary Methods for Aircraft Design Aeronautical Testing Service, Inc. 18820 59th DR NE Arlington, WA 98223 USA CFD and Wind Tunnel Testing: Complimentary Methods for Aircraft Design Background Introduction ATS Company Background New and

More information

CFD Lab Department of Engineering The University of Liverpool

CFD Lab Department of Engineering The University of Liverpool Development of a CFD Method for Aerodynamic Analysis of Large Diameter Horizontal Axis wind turbines S. Gomez-Iradi, G.N. Barakos and X. Munduate 2007 joint meeting of IEA Annex 11 and Annex 20 Risø National

More information

Multi-Block Gridding Technique for FLOW-3D Flow Science, Inc. July 2004

Multi-Block Gridding Technique for FLOW-3D Flow Science, Inc. July 2004 FSI-02-TN59-R2 Multi-Block Gridding Technique for FLOW-3D Flow Science, Inc. July 2004 1. Introduction A major new extension of the capabilities of FLOW-3D -- the multi-block grid model -- has been incorporated

More information

MEL 807 Computational Heat Transfer (2-0-4) Dr. Prabal Talukdar Assistant Professor Department of Mechanical Engineering IIT Delhi

MEL 807 Computational Heat Transfer (2-0-4) Dr. Prabal Talukdar Assistant Professor Department of Mechanical Engineering IIT Delhi MEL 807 Computational Heat Transfer (2-0-4) Dr. Prabal Talukdar Assistant Professor Department of Mechanical Engineering IIT Delhi Time and Venue Course Coordinator: Dr. Prabal Talukdar Room No: III, 357

More information

NUMECA has developed the OpenLabs environment to respond to these requirements, offering a new approach to Open CFD.

NUMECA has developed the OpenLabs environment to respond to these requirements, offering a new approach to Open CFD. A New Approach to Open CFD Authors: Colinda Francke, Yingchen Li, Kilian Claramunt, Charles Hirsch NUMECA International, Chaussée de la Hulpe, 187-189, 1170, Brussels, Belgium Abstract The main components

More information

ANSA. www.beta-cae.gr. ANSA for demanding CFD pre-processing. for demanding CFD pre-processing. Model setup. software systems. Morphing & optimization

ANSA. www.beta-cae.gr. ANSA for demanding CFD pre-processing. for demanding CFD pre-processing. Model setup. software systems. Morphing & optimization Model setup - Specification of boundary condition types for ANSYS FLUENT, Star CD/CCM+ and UH-3D. - Complete solution setup for OpenFOAM cases, including initial and boundary condition specification, physical

More information

Modelling and CFD Analysis of Single Stage IP Steam Turbine

Modelling and CFD Analysis of Single Stage IP Steam Turbine International Journal of Mechanical Engineering, ISSN:2051-3232, Vol.42, Issue.1 1215 Modelling and CFD Analysis of Single Stage IP Steam Turbine C RAJESH BABU Mechanical Engineering Department, Gitam

More information

CFD Analysis of a butterfly valve in a compressible fluid

CFD Analysis of a butterfly valve in a compressible fluid CFD Analysis of a butterfly valve in a compressible fluid 1 G.TAMIZHARASI, 2 S.KATHIRESAN 1 Assistant Professor,Professor,Departmentment of Electronics and Instrumentation,Bharath university, chennai.

More information

Introduction to CFD Analysis

Introduction to CFD Analysis Introduction to CFD Analysis 2-1 What is CFD? Computational Fluid Dynamics (CFD) is the science of predicting fluid flow, heat and mass transfer, chemical reactions, and related phenomena by solving numerically

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 The influence of mesh characteristics on OpenFOAM simulations of the DrivAer model Vangelis Skaperdas, Aristotelis Iordanidis, Grigoris Fotiadis BETA CAE Systems S.A. 2 nd Northern Germany OpenFOAM User

More information

CFD Simulation of HSDI Engine Combustion Using VECTIS

CFD Simulation of HSDI Engine Combustion Using VECTIS CFD Simulation of HSDI Engine Combustion Using VECTIS G. Li, S.M. Sapsford Ricardo Consulting Engineer s Ltd., Shoreham-by-Sea, UK ABSTRACT As part of the VECTIS code validation programme, CFD simulations

More information

Introductory FLUENT Training

Introductory FLUENT Training Chapter 10 Transient Flow Modeling Introductory FLUENT Training www.ptecgroup.ir 10-1 Motivation Nearly all flows in nature are transient! Steady-state assumption is possible if we: Ignore transient fluctuations

More information

AERODYNAMIC ANALYSIS OF BLADE 1.5 KW OF DUAL ROTOR HORIZONTAL AXIS WIND TURBINE

AERODYNAMIC ANALYSIS OF BLADE 1.5 KW OF DUAL ROTOR HORIZONTAL AXIS WIND TURBINE AERODYNAMIC ANALYSIS OF BLADE 1.5 KW OF DUAL ROTOR HORIZONTAL AXIS WIND TURBINE HITENDRA KURMI Research scholar, School of Energy and Environmental Managment,UTD, RGPV Bhopal,MP,INDIA [email protected]

More information

Optimization algorithms for aeronautical engine components: CFD design applications

Optimization algorithms for aeronautical engine components: CFD design applications Optimization algorithms for aeronautical engine components: CFD design applications 1 Outline CFD Optimization Research projects Combustor applications Injection system design à swirl number Cowl design

More information

BBIPED: BCAM-Baltogar Industrial Platform for Engineering design

BBIPED: BCAM-Baltogar Industrial Platform for Engineering design BBIPED: BCAM-Baltogar Industrial Platform for Engineering design Carmen Alonso-Montes, Imanol García, Ali Ramezani, Lakhdar Remaki BCAM Basque Center for Applied Mathematics (Bilbao), Spain Motivation

More information

Turbulence Modeling in CFD Simulation of Intake Manifold for a 4 Cylinder Engine

Turbulence Modeling in CFD Simulation of Intake Manifold for a 4 Cylinder Engine HEFAT2012 9 th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics 16 18 July 2012 Malta Turbulence Modeling in CFD Simulation of Intake Manifold for a 4 Cylinder Engine Dr MK

More information

f o r d e m a n d i n g C F D pre- & post-processing ANSA μετα p i o n e e r i n g software systems www.beta-cae.gr

f o r d e m a n d i n g C F D pre- & post-processing ANSA μετα p i o n e e r i n g software systems www.beta-cae.gr ANSA μετα p i o n e e r i n g software systems f o r d e m a n d i n g C F D pre- & post-processing TM www.beta-cae.gr ANSA with its powerful functionality provides high efficiency solutions for CFD applications.

More information

An Overview of the Finite Element Analysis

An Overview of the Finite Element Analysis CHAPTER 1 An Overview of the Finite Element Analysis 1.1 Introduction Finite element analysis (FEA) involves solution of engineering problems using computers. Engineering structures that have complex geometry

More information

CFD Analysis of a Centrifugal Pump with Supercritical Carbon Dioxide as a Working Fluid

CFD Analysis of a Centrifugal Pump with Supercritical Carbon Dioxide as a Working Fluid KNS 2013 Spring CFD Analysis of a Centrifugal Pump with Supercritical Carbon Dioxide as a Working Fluid Seong Gu Kim Jeong Ik Lee Yoonhan Ahn Jekyoung Lee Jae Eun Cha Yacine Addad Dept. Nuclear & Quantum

More information

GEOMETRIC, THERMODYNAMIC AND CFD ANALYSES OF A REAL SCROLL EXPANDER FOR MICRO ORC APPLICATIONS

GEOMETRIC, THERMODYNAMIC AND CFD ANALYSES OF A REAL SCROLL EXPANDER FOR MICRO ORC APPLICATIONS 2 nd International Seminar on ORC Power Systems October 7 th & 8 th, 213 De Doelen, Rotterdam, NL GEOMETRIC, THERMODYNAMIC AND CFD ANALYSES OF A REAL SCROLL EXPANDER FOR MICRO ORC APPLICATIONS M. Morini,

More information

3. Prescribe boundary conditions at all boundary Zones:

3. Prescribe boundary conditions at all boundary Zones: CFD ANALYSIS OF CHANGE IN SHAPE OF SUCTION MANIFOLD TO IMPROVE PERFORMANCE OF THE CENTRIFUGAL PUMP ABSTRACT Mr. Suraj K. Patil PG Student, Department of Mechanical Engineering /BIGCE, Solapur University,

More information

PUTTING THE SPIN IN CFD

PUTTING THE SPIN IN CFD W H I T E PA P E R PUTTING THE SPIN IN CFD Overview Engineers who design equipment with rotating components need to analyze and understand the behavior of those components if they want to improve performance.

More information

Computational Fluid Dynamics

Computational Fluid Dynamics Aerodynamics Computational Fluid Dynamics Industrial Use of High Fidelity Numerical Simulation of Flow about Aircraft Presented by Dr. Klaus Becker / Aerodynamic Strategies Contents Aerodynamic Vision

More information

Aeroacoustic simulation based on linearized Euler equations and stochastic sound source modelling

Aeroacoustic simulation based on linearized Euler equations and stochastic sound source modelling Aeroacoustic simulation based on linearized Euler equations and stochastic sound source modelling H. Dechipre a, M. Hartmann a, J. W Delfs b and R. Ewert b a Volkswagen AG, Brieffach 1777, 38436 Wolfsburg,

More information

Using CFD to improve the design of a circulating water channel

Using CFD to improve the design of a circulating water channel 2-7 December 27 Using CFD to improve the design of a circulating water channel M.G. Pullinger and J.E. Sargison School of Engineering University of Tasmania, Hobart, TAS, 71 AUSTRALIA Abstract Computational

More information

Overview. also give you an idea of ANSYS capabilities. In this chapter, we will define Finite Element Analysis and. Topics covered: B.

Overview. also give you an idea of ANSYS capabilities. In this chapter, we will define Finite Element Analysis and. Topics covered: B. 2. FEA and ANSYS FEA and ANSYS Overview In this chapter, we will define Finite Element Analysis and also give you an idea of ANSYS capabilities. Topics covered: A. What is FEA? B. About ANSYS FEA and ANSYS

More information

The Design & Analysis of a Low NPSH Centrifugal Pump Featuring a Radial Inlet and Axial Inducer Using STAR-CCM+

The Design & Analysis of a Low NPSH Centrifugal Pump Featuring a Radial Inlet and Axial Inducer Using STAR-CCM+ The Design & Analysis of a Low NPSH Centrifugal Pump Featuring a Radial Inlet and Axial Inducer Using STAR-CCM+ Edward M Bennett Travis A Jonas Mechanical Solutions 11 Apollo Drive Whippany, NJ 07981 March

More information

A. Hyll and V. Horák * Department of Mechanical Engineering, Faculty of Military Technology, University of Defence, Brno, Czech Republic

A. Hyll and V. Horák * Department of Mechanical Engineering, Faculty of Military Technology, University of Defence, Brno, Czech Republic AiMT Advances in Military Technology Vol. 8, No. 1, June 2013 Aerodynamic Characteristics of Multi-Element Iced Airfoil CFD Simulation A. Hyll and V. Horák * Department of Mechanical Engineering, Faculty

More information

Update Seminar. CAE Associates Inc. and ANSYS Inc. Proprietary 2013 CAE Associates Inc. and ANSYS Inc. All rights reserved.

Update Seminar. CAE Associates Inc. and ANSYS Inc. Proprietary 2013 CAE Associates Inc. and ANSYS Inc. All rights reserved. ANSYS CFD v14.5 Update Seminar CAE Associates Inc. and ANSYS Inc. Proprietary 2013 CAE Associates Inc. and ANSYS Inc. All rights reserved. Outline Design Iteration/Optimization using CFX and DX Demo One-way

More information

Effect of Pressure Ratio on Film Cooling of Turbine Aerofoil Using CFD

Effect of Pressure Ratio on Film Cooling of Turbine Aerofoil Using CFD Universal Journal of Mechanical Engineering 1(4): 122-127, 2013 DOI: 10.13189/ujme.2013.010403 http://www.hrpub.org Effect of Pressure Ratio on Film Cooling of Turbine Aerofoil Using CFD Vibhor Baghel

More information

Coupled CFD and Vortex Methods for Modelling Hydro- and Aerodynamics of Tidal Current Turbines and On- and Offshore Wind Turbines

Coupled CFD and Vortex Methods for Modelling Hydro- and Aerodynamics of Tidal Current Turbines and On- and Offshore Wind Turbines Coupled CFD and Vortex Methods for Modelling Hydro- and Aerodynamics of Tidal Current Turbines and On- and Offshore Wind Turbines SIMPACK User Meeting 2014 Augsburg, Germany October 9 th, 2014 Dipl.-Ing.

More information

CastNet: GUI environment for OpenFOAM

CastNet: GUI environment for OpenFOAM CastNet: GUI environment for OpenFOAM CastNet is a preprocessing system and job-control system for OpenFOAM. CastNet works with the standard OpenFOAM releases provided by ESI Group as well as ports for

More information

Using CFD for optimal thermal management and cooling design in data centers

Using CFD for optimal thermal management and cooling design in data centers www.siemens.com/datacenters Using CFD for optimal thermal management and cooling design in data centers Introduction As the power density of IT equipment within a rack increases and energy costs rise,

More information

Laminar Flow in a Baffled Stirred Mixer

Laminar Flow in a Baffled Stirred Mixer Laminar Flow in a Baffled Stirred Mixer Introduction This exercise exemplifies the use of the rotating machinery feature in the CFD Module. The Rotating Machinery interface allows you to model moving rotating

More information

Multiphysics Software Applications in Reverse Engineering

Multiphysics Software Applications in Reverse Engineering Multiphysics Software Applications in Reverse Engineering *W. Wang 1, K. Genc 2 1 University of Massachusetts Lowell, Lowell, MA, USA 2 Simpleware, Exeter, United Kingdom *Corresponding author: University

More information

INTRODUCTION TO FLUID MECHANICS

INTRODUCTION TO FLUID MECHANICS INTRODUCTION TO FLUID MECHANICS SIXTH EDITION ROBERT W. FOX Purdue University ALAN T. MCDONALD Purdue University PHILIP J. PRITCHARD Manhattan College JOHN WILEY & SONS, INC. CONTENTS CHAPTER 1 INTRODUCTION

More information

How To Model With Cfd Using Phoenics

How To Model With Cfd Using Phoenics The Use and Application of CFD in the Air Conditioning and Fire Protection Industry AIRAH NSW February 2008 The Use and Application of CFD in the Air Conditioning and Fire Protection Industry An Introduction

More information

Application of CFD in connection with ship design

Application of CFD in connection with ship design DANSIS meeting Lyngby, 13 May 2009 Application of CFD in connection with ship design www.force.dk Background Method Examples Summary Claus Daniel Simonsen FORCE Technology Background When a ship, which

More information

Very special thanks to Wolfgang Gentzsch and Burak Yenier for making the UberCloud HPC Experiment possible.

Very special thanks to Wolfgang Gentzsch and Burak Yenier for making the UberCloud HPC Experiment possible. Digital manufacturing technology and convenient access to High Performance Computing (HPC) in industry R&D are essential to increase the quality of our products and the competitiveness of our companies.

More information

INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND TECHNOLOGY (IJMET)

INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND TECHNOLOGY (IJMET) INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND TECHNOLOGY (IJMET) Proceedings of the 2 nd International Conference on Current Trends in Engineering and Management ICCTEM -2014 ISSN 0976 6340 (Print)

More information

PyFR: Bringing Next Generation Computational Fluid Dynamics to GPU Platforms

PyFR: Bringing Next Generation Computational Fluid Dynamics to GPU Platforms PyFR: Bringing Next Generation Computational Fluid Dynamics to GPU Platforms P. E. Vincent! Department of Aeronautics Imperial College London! 25 th March 2014 Overview Motivation Flux Reconstruction Many-Core

More information

Purdue University - School of Mechanical Engineering. Objective: Study and predict fluid dynamics of a bluff body stabilized flame configuration.

Purdue University - School of Mechanical Engineering. Objective: Study and predict fluid dynamics of a bluff body stabilized flame configuration. Extinction Dynamics of Bluff Body Stabilized Flames Investigator: Steven Frankel Graduate Students: Travis Fisher and John Roach Sponsor: Air Force Research Laboratory and Creare, Inc. Objective: Study

More information

RESEARCH PROJECTS. For more information about our research projects please contact us at: [email protected]

RESEARCH PROJECTS. For more information about our research projects please contact us at: info@naisengineering.com RESEARCH PROJECTS For more information about our research projects please contact us at: [email protected] Or visit our web site at: www.naisengineering.com 2 Setup of 1D Model for the Simulation

More information

PASSIVE CONTROL OF SHOCK WAVE APPLIED TO HELICOPTER ROTOR HIGH-SPEED IMPULSIVE NOISE REDUCTION

PASSIVE CONTROL OF SHOCK WAVE APPLIED TO HELICOPTER ROTOR HIGH-SPEED IMPULSIVE NOISE REDUCTION TASK QUARTERLY 14 No 3, 297 305 PASSIVE CONTROL OF SHOCK WAVE APPLIED TO HELICOPTER ROTOR HIGH-SPEED IMPULSIVE NOISE REDUCTION PIOTR DOERFFER AND OSKAR SZULC Institute of Fluid-Flow Machinery, Polish Academy

More information

NUMERICAL ANALYSIS OF THE EFFECTS OF WIND ON BUILDING STRUCTURES

NUMERICAL ANALYSIS OF THE EFFECTS OF WIND ON BUILDING STRUCTURES Vol. XX 2012 No. 4 28 34 J. ŠIMIČEK O. HUBOVÁ NUMERICAL ANALYSIS OF THE EFFECTS OF WIND ON BUILDING STRUCTURES Jozef ŠIMIČEK email: [email protected] Research field: Statics and Dynamics Fluids mechanics

More information

Marine CFD applications using OpenFOAM

Marine CFD applications using OpenFOAM Marine CFD applications using OpenFOAM Andrea Penza, CINECA 27/03/2014 Contents Background at CINECA: LRC experience CFD skills Automatic workflow Reliability workflow OpenFOAM solvers for marine CFD analysis

More information

Lecture 7 - Meshing. Applied Computational Fluid Dynamics

Lecture 7 - Meshing. Applied Computational Fluid Dynamics Lecture 7 - Meshing Applied Computational Fluid Dynamics Instructor: André Bakker http://www.bakker.org André Bakker (2002-2006) Fluent Inc. (2002) 1 Outline Why is a grid needed? Element types. Grid types.

More information