Overview of Reacting Flow
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1 Overview of Reacting Flow
2 Outline Various Applications Overview of available reacting flow models Latest additions Example Cases Summary
3 Reacting Flows Applications in STAR-CCM+ Chemical Process Industry (liquid-liquid reactions) Finite-rate chemistry model with a flexibility to modify EOS EMP inter/intra-phase reactions Moment methods Surface Chemistry Rocket Engines (Solid, Liquid, and Hybrid) Particle Reactions in Lagrangian Real Gas model with all Combustion Models Coupled Solver High-speed jet engines (Ramjet, Scramjet) Coupled solver with combustion models Oil and Gas Multiple-Phase reactions (intraphase and interphase)
4 Reacting Flows Applications in STAR-CCM+ Ever-Expanding application coverage Gas turbine, process heaters, burners, and furnaces Partially-premixed combustion models LES Soot and Nox models Chemical Vapor Deposition Detailed/Global Surface chemistry multi-component diffusion Aftertreatment (Automotive) Detailed/Global Surface chemistry Coupled with liquid film and porous media Energy Industry (Coal and Biomass combustion) Multiple Coal Types and cofiring with gas-fuel
5 Reacting Flow Models in STAR-CCM+ Non-Premixed Combustion EBU Standard, Hybrid, Finite-Rate User Defined PPDF (Multi-stream) Equilibrium Flamelet PVM (Chemistry Table) Premixed Combustion CFM (Choice for Laminar flame speed) PEBU TFC Partially-Premixed Combustion PCFM Equilibrium Flamelet EBU PVM PTFC Finite-Rate Chemistry Calculation using DARS-CFD EDC ISAT Dynamic Load Balancing Surface Reactions Soot and Nox Emission Models
6 Latest Additions (v 8/9) Micromixing Models Surface Chemistry Global mechanisms Combustion Models with Real Gases SRK and Peng-Robinson EOS Soot Model MBH Model Soot absorption properties Eulerian Multi-phase Reaction Model Flexibility to add user defined reactions Complex Chemistry Model (DARS-CFD) ISAT Analytical Jacobian PaSR Performance
7 New Micromixing Model for Liquid Reactions in 9.02 Eddy Contact Micromixing Model (based on Froney and Nafia, Chem Eng Sc, 2000) for Liquid-Liquid Reactions. Users will have choice of three mixing scales - Kolmogorov (corresponds to Engulfment type of mixing) - Classical Scalar Mixing (considers high Sc number) - User Defined (ability to do user defined ff) - Kinetics Only (No Micromixing) The above four choices are available for each reaction
8 Micromixing Model Eddy Contact Micromixing
9 Eddy Contact Micromixing
10 Validation Case Low Re flow in Coaxial Jet The results compared to the numerical of Forney and Nafia (2000) and experimental data of Li and Toor (1986) at low high Reynolds number. Reactants A and B react in aqueous solution
11 Mass Fractions of A, B, R (Desired) and S
12 % Yield of R Results (% Yield of R) Comparison with Experimental Data 100 Experiment (Li & Toor, 1986) 90 Hybrid EBU Eddy Contact Micromxing (Kolmogorov) Eddy Contact Micromxing (Classical Scalar Mixing) Froney & Nafia Paper, Reynolds Number Micromixing Models predictions are much better than EBU Classical Scalar Mixing time scale appears to give best match
13 Surface Reactions No DARS-CFD licenses are required Users can add their own reactions Same interface for adding reactions as gas-phase reactions
14 Applications Tools Porous chemistry Global Surface chemistry Detailed Surface Chemistry CVD Reactors After-treatment devices: - Three-Way Catalytic Converters (TWC) - Diesel Oxidation Catalyst (DOC) - Diesel Particulate Filter (DPF) - Selective Catalytic Reduction (SCR)
15 Results NOx Reduction Comparison Two-Step Model Detailed Surface Chemistry
16 Real Fluid Modeling in STAR-CCM+ - Real Fluid Physics in STAR-CCM+ - Van der Waals - Redlich-Kwong (RK) - Peng-Robinson (PR) - Soave-Redlich-Kwong (SRK, available in 8.02) - Modified Soave-Redlich-Kwong (MSRK, available in 8.02) - All above Equation of Sates are Cubic
17 Real Fluid Thermodynamic Departures Enthalpy : Specific Heat : Entropy : Speed of Sound :
18 Results (Density Comparison) PR SRK Ideal Gas
19 Soot modeling Two-Equation Soot Model Transport equations are solved for two soot variables Soot number density (N) and Soot Mass density (M) Key physical processes are : Nucleation Coagulation Soot growth Soot oxidation
20 Nucleation PAH inception Acetylene inception C 2 H 2, C 6 H 6, C 6 H 5, H 2 C 2 H 2 Compute from: 1. Species list 2. Empirical (nonpremixed)
21 Two-equation model without radiation All the scaling factors for source terms are 1.0 Two-equation model with radiation Moments model with radiation
22 Inter-Phase Reactions with EMP Following Options are Provided First-order combined rate Half-order combined rate Second-order combined rate User reaction rate 23
23 Gas phase reaction setup in STAR-CCM+ When using the built-in reaction rate expression, input the temperature exponent activation energy pre-exponent, and the diffusion coefficient. 24
24 General Overview of Furnace Flow Fe 2 O 3 Ore / Coke Layer - Falls down very slowly. Fe 3 O 4 FeO Fe Cohesive Zone - Ore layer temperature increases - Blocked gas passage due to melted ore - Cohesive zone of large volume Gas - Hot gas injection - Flow upward through ore / coke layers - Lost of heat into ore / coke layers - Chemical reactions with ore / coke
25 Eulerian porous media approach Gas Phase Three components: CO/CO2/N2 Porous media Three components: Fe/Ore/Coke Boundary conditions: Outlet boundary: Pressure outlet Inlet boundary: Mass fraction of the gas phase: CO/N2=0.8/0.2. Velocity = 15 m/s, Temperature = 2000K 26
26 Chemical reactions Two reactions C + CO2 -> 2CO Fe2O3 + 3CO -> 2Fe + 3CO2 Time step: 1 sec The model is stable and fast: 32 processors, one hour, simulated around 3000 seconds in the physical time. 27
27 Coke and Ore particle area 28
28 Conversion of Ore into Fe 29
29 Eulerian multiphase: 2-phase model Full size furnace: 25m height 7.2m hearth diameter 2D axisymmetric model Multi-component Eulerian phases: Gas phase: CO, CO2, N2 Solid phase: Ore, Coke, Fe, Fe2O3, C Two reactions: Fe2O3 + 3CO -> 2Fe + 3CO2 C + CO2 -> 2CO 30
30 Volume Fractions 31
31 Temperatures 32
32 Complex Chemistry Can read Chemkin format and no limit on number of species Online tabulation using ISAT is available Factor of 2-5 speedup is commonly observed Dynamic load balancing is available to achieve scalability for chemistry calculation with large number of processors. DARS-Basic provides tool to reduce the chemistry that can be imported in STAR-CCM+ for further speedup for complex chemistry calculations.
33 Partially-Stirred Reactor (PaSR) in STAR-CCM PaSR representative of real turbulent combustion simulations Chemistry represented by a finite number of particles Particle composition evolves by pair-wise mixing and chemical reaction Can be used to test different combustion models for representing detailed chemistry Computationally inexpensive compared to real simulations ideal for initial testing and setup
34 Analytical Jacobian for Dars-CFD Dars-CFD ODE integrator used for computing reaction solution ODE integration involves the use of Jacobian Computing Jacobian numerically using divided-difference is expensive and inaccurate Additional benefits when used with ISAT due to increased accuracy of sensitivity matrix and reduced CPU time per add Collaborating with Prof. Lu, University of Connecticut, to integrate use of analytical Jacobian in Dars-CFD ODE integrator
35 Performance Test Case Baseline v8.02 Case 1 v8.06 Case 2 v9.01 dev Description - 49 Species - Cp and Mw use Mixture Methods - 49 Species - Cp and Mw use Table Methods - 49 Species - Cp and Mw use Table Methods - Uniform mixture fraction spacing - Efficient retrieval of Table entries
36 Performance/Speed Comparison Test Case Baseline v8.02 Solver CPU Time (Serial Run) sec s Case 1 v s % faster than Baseline Case 2 v9.01 dev 8940 s - 53% faster than Baseline - 31% faster than Case 2
37 Solver CPU time (sec) Performance/Speed Comparison Speed Comparision (Flamelet Model) STAR-CCM+ Version
38 Conclusions Expanding Application Coverage Eulerian Multi-Phase with Reactions LES effective but expensive High fidelity calculations Finite-rate kinetics Library-based Direct chemistry coupling (no additional license requirement) Speedup (Detailed Chemistry) Load balancing Analytical Jacobian ISAT Performance Improvement
39 More Examples Note that close burner spacing in the center of the furnace leads to oxygen-starved areas up into the convection section 02/01/12 adapco Report Page 40
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