```html Conjugate Heat Transfer Analysis for Turbomachinery | NovaSolver Project

Conjugate Heat Transfer Analysis for Turbomachinery

Category: Thermal Analysis | Integrated Edition 2026-04-06
CAE visualization for cht turbomachinery theory - technical simulation diagram
Conjugate Heat Transfer Analysis for Turbomachinery

Theoretical Foundations of Turbomachinery CHT

Overview

🧑‍🎓

Professor! Today we're talking about conjugate heat transfer analysis for turbomachinery, right? What is it?


🎓

Gas turbine blade cooling efficiency evaluation. High-temperature gas flow, internal cooling channels, and blade metal 3-domain conjugate analysis. Film cooling effect prediction.



🎓

That's right. Conjugate heat transfer analysis is a powerful tool for optimizing cooling structures in high-temperature environments.


Governing Equations




$$ T_{aw} = T_\infty + r\frac{u_\infty^2}{2c_p} $$
$$ \eta_{cool} = \frac{T_g - T_m}{T_g - T_c} $$



🧑‍🎓

Wait, wait, is this the kind of case where turbomachinery can also be applied?


Discretization Methods

🧑‍🎓

How do we actually solve these equations on a computer?


🎓

Using spatial discretization by the Finite Element Method (FEM). We assemble element stiffness matrices and construct the global stiffness equation.


🎓

We transform to weak form (variational form) and use the Galerkin method with trial and shape functions. The choice of element type (low-order vs. higher-order elements, full integration vs. reduced integration) directly affects the accuracy and computational cost of the solution.




Matrix Solution Algorithm

🧑‍🎓

What exactly is a matrix solution algorithm?


🎓

Either direct methods (LU decomposition, Cholesky decomposition) or iterative methods (CG method, GMRES method) solve the linear equations. For large-scale problems, preconditioned iterative methods are effective.



MethodClassificationMemory UsageApplicable Scale
LU decompositionDirect methodO(n²)Small to medium scale
Cholesky decompositionDirect method (symmetric positive definite)O(n²)Small to medium scale
PCG methodIterative methodO(n)Large scale
GMRES methodIterative methodO(n·m)Large scale, nonsymmetric
AMG preconditionerPreconditioningO(n)Super large scale
🧑‍🎓

In other words, if you cut corners on the finite element method, you'll pay for it later. I'll keep that in mind!


Commercial Tool Implementation

🧑‍🎓

So what software can be used for turbomachinery CHT analysis?


Tool NameDeveloper/CurrentMain File Formats
Ansys FluentAnsys Inc..cas, .dat, .msh, .jou
Simcenter STAR-CCM+Siemens Digital Industries Software.sim, .java, .csv
COMSOL MultiphysicsCOMSOL AB.mph
Ansys Mechanical (formerly ANSYS Structural)Ansys Inc..cdb, .rst, .db, .ans, .mac
Abaqus FEA (SIMULIA)Dassault Systèmes SIMULIA.inp, .odb, .cae, .sta, .msg

Vendor Genealogy and Product Integration History

🧑‍🎓

Is the history of each software quite dramatic?



Ansys Fluent

🧑‍🎓

Next we're talking about Ansys Fluent. What's it about?


🎓

Developed by Fluent Inc. Acquired by Ansys in 2006. Unstructured grid-based general-purpose CFD solver.

Current affiliation: Ansys Inc.



Simcenter STAR-CCM+

🧑‍🎓

Next we're talking about Simcenter STAR. What's it about?


🎓

Developed by CD-adapco. Acquired by Siemens in 2016 and integrated into Simcenter brand. Polyhedral mesh is a distinguishing feature.

Current affiliation: Siemens Digital Industries Software


🧑‍🎓

Now I understand why the development story is important!



COMSOL Multiphysics

🧑‍🎓

Tell me about COMSOL Multiphysics!


🎓

Founded in Sweden in 1986. Started as FEMLAB with MATLAB integration, later renamed COMSOL. Strong in multiphysics.

Current affiliation: COMSOL AB



File Formats and Interoperability

🧑‍🎓

Are there any precautions when exchanging data between different software?


FormatExtensionTypeOverview
STEP.stp/.stepNeutral CADISO 10303-compliant 3D CAD data exchange format. Shape + PMI support.
CGNS.cgnsCFD DataCFD General Notation System. Standard format for CFD results, mesh, and boundary conditions.
VTK.vtk/.vtuVisualizationVisualization Toolkit format. Used by ParaView and other tools.
🎓

When converting models between different solvers, special attention is required to element type correspondence, material model compatibility, and differences in load and boundary condition representation. In particular, higher-order elements and special elements (cohesive elements, user-defined elements, etc.) often cannot be directly converted between solvers.


🧑‍🎓

I see! File formats seem simple on the surface, but they're actually quite profound.


Practical Considerations

🧑‍🎓

Are there any "practical wisdom" things that aren't in textbooks?


🎓

Mesh convergence verification, boundary condition validity checking, and sensitivity analysis of material parameters are very important.


🎓
  • Mesh dependency verification: Confirm convergence across at least 3 levels of mesh density
  • Boundary condition validity: Setting physically meaningful constraints
  • Result verification: Comparison with analytical solutions, experimental data, and known benchmark problems



  • 🎓

    You're doing great! Hands-on practice is the best learning. Come ask anytime you don't understand.


    Coffee Break Trivia

    Thermodynamic Basis of Blade Cooling

    In turbomachinery CHT theory, "cooling efficiency η" is the central concept. Defined as η=(T_gas−T_wall)/(T_gas−T_coolant), with ideal values close to 1. Rolls Royce improved η from 0.6 to 0.72 during development of the Trent 900 engine (2000s), raising turbine inlet temperature by 50K and improving thermal efficiency by 1.2%. This improvement translates to approximately $400,000 annual fuel savings per A380 aircraft.

    Numerical Calculation Methods for Turbomachinery CHT

    Numerical Methods Details

    🧑‍🎓

    Specifically, what algorithms are used to solve turbomachinery CHT analysis?



    🧑‍🎓

    Your explanation is clear, Professor! The cloudiness about turbomachinery has cleared.


    Discretization Formulation



    🎓

    Here's how it's expressed mathematically.


    $$ u^h(\mathbf{x}) = \sum_{i=1}^{n} N_i(\mathbf{x}) \, u_i $$



    🎓

    Here's how it's expressed mathematically.


    $$ K_e = \int_{\Omega_e} B^T \, D \, B \, d\Omega \approx \sum_{g=1}^{n_g} w_g \, B^T(\xi_g) \, D \, B(\xi_g) \, |J(\xi_g)| $$

    Discrete Form of Governing Equations


    🎓

    Here's how it's expressed mathematically.


    $$ T_{aw} = T_\infty + r\frac{u_\infty^2}{2c_p} $$
    $$ \eta_{cool} = \frac{T_g - T_m}{T_g - T_c} $$

    🧑‍🎓

    Hmm, equations alone aren't clicking for me... What do they represent?


    🎓

    Discretizing the governing equations of the continuum gives us the following algebraic equation system:



    $$ [K]\{u\} = \{F\} $$


    🎓

    Where $[K]$ is the global stiffness matrix (or equivalent system matrix), $\{u\}$ is the unknown nodal variable vector, and $\{F\}$ is the external load vector.


    🧑‍🎓

    Ah, I get it! Discretizing the continuum's governing equations works that way.


    Element Technology

    🧑‍🎓

    I've heard "element technology" mentioned, but I might not fully understand it...


    Element TypeOrderNodes (3D)AccuracyComputational Cost
    Tetrahedral 1st orderLinear4Low (shear locking)Low
    Tetrahedral 2nd orderQuadratic10HighMedium
    Hexahedral 1st orderLinear8MediumMedium
    Hexahedral 2nd orderQuadratic20Very highHigh
    PrismLinear/Quadratic6/15Medium to HighMedium

    Integration Scheme

    🧑‍🎓

    What exactly is an integration scheme?


    🎓
    • Full integration: Integrate all terms accurately. Tendency to overestimate stiffness (locking)
    • Reduced integration: Reduce number of integration points. Better computational efficiency but risk of hourglass modes
    • Selective reduced integration (B-bar method): Integrate volumetric and deviatoric terms separately. Avoids locking

    • 🧑‍🎓

      Now I understand why element type is so important!


      Convergence and Stability

      🧑‍🎓

      What should I check first if it doesn't converge?


      🎓
      • h-refinement: Subdivide mesh (reduce element size h) to improve accuracy
      • p-refinement: Raise polynomial order of elements to improve accuracy
      • hp-refinement: Optimize both h and p simultaneously

      • 🎓

        Convergence rate: Error decreases at order $O(h^2)$ for quadratic elements (for smooth solutions)


        🧑‍🎓

        I see... mesh refinement seems simple, but is actually quite deep.


        Solver Setting Recommendations

        🧑‍🎓

        Specifically, what algorithms are used to solve turbomachinery CHT analysis?


        ParameterRecommended ValueNotes
        Iterative method convergence criterion$10^{-6}$Residual norm basis
        Preconditioning techniqueILU(0) or AMGDepends on problem scale
        Maximum iterations1000Reconsider settings if non-convergent
        Memory modeIn-coreWhen possible

        Linear vs. 2nd Order Elements

        Heat conduction analysis often achieves sufficient accuracy with linear elements. 2nd order elements are recommended for regions with steep temperature gradients (thermal shock, etc.).

        Heat Flux Evaluation

        Calculated from temperature gradients within elements. Like nodal stresses, smoothing may be needed.

        Convection-Diffusion Problem

        When Peclet number is high (convection-dominated), upwind stabilization (SUPG, etc.) is needed. Not needed for pure heat conduction.

        Transient Analysis Time Step

        Set time step much smaller than thermal diffusion characteristic time $\tau = L^2 / \alpha$ ($\alpha$: thermal diffusivity). Automatic time stepping effective for rapid temperature changes.

        Nonlinear Convergence

        Temperature-dependent material properties typically show mild nonlinearity, Picard iteration (direct substitution) usually suffices. Radiation's strong nonlinearity suggests Newton's method.

        Steady-State Convergence Criterion

        Converged when all nodal temperature changes fall below threshold ($|\Delta T| / T_{max} < 10^{-5}$, etc.).

        Practical Application of Turbomachinery CHT

        Practical Guide

        🧑‍🎓

        Professor, tell me about "Practical Guide"!


        🎓

        I'll explain practical analysis workflow and precautions for turbomachinery CHT analysis.


        🧑‍🎓

        Your explanation is clear, Professor! The cloudiness about turbomachinery has cleared.


        Analysis Flow

        🧑‍🎓

        Tell me from the very first step! What should I start with?


        🎓

        1. Preprocessing

        • CAD data import and geometry simplification
        • Define material properties
        • Mesh generation (element type and size decision)
        • Set boundary conditions and load conditions

        🎓

        2. Solving

        • Solver settings (solution method, convergence criteria, output control)
        • Job submission and execution
        • Convergence monitoring

        🎓

        3. Postprocessing

        • Result visualization (displacement, stress, other physical quantities)
        • Result verification and reasonableness check
        • Report generation


        Mesh Generation Best Practices

        🧑‍🎓

        How do I judge whether a mesh is good or bad?



        Element Quality Metrics

        🧑‍🎓

        Tell me about "element quality metrics"!


        MetricIdeal ValueAcceptable RangeImpact
        Aspect ratio1.0< 5.0Accuracy degradation
        Jacobian ratio1.0> 0.3Element degeneracy
        Warping< 15°Accuracy degradation
        Skewness< 45°Convergence deterioration
        Taper ratio0< 0.5Accuracy degradation

        Mesh Density Determination

        🧑‍🎓

        What exactly is mesh density determination?


        🎓
        • Stress concentration areas: Place at least 3 layers of elements
        • High stress gradient regions: Reduce element size to 1/3–1/5 of surrounding
        • Load application point vicinity: Local refinement
        • Far-field regions: Coarse mesh to ensure computational efficiency


        • Boundary Condition Setting Guidelines

          🧑‍🎓

          I heard if you get boundary conditions wrong, the whole thing is ruined...


          🎓
          • Watch for over-constraint: Constrain only 6 degrees of freedom for rigid body motion
          • Utilize symmetry conditions: Reduce model size
          • Distribute loads appropriately: Choice between concentrated and distributed loads

          • 🧑‍🎓

            Ah! That's how over-constraint works.


            Commercial Tool Specific Implementation

            🧑‍🎓

            There are lots of different software, right? Tell me the features of each!


            Tool NameDeveloper/CurrentMain File Formats
            Ansys FluentAnsys Inc..cas, .dat, .msh, .jou
            Simcenter STAR-CCM+Siemens Digital Industries Software.sim, .java, .csv
            COMSOL MultiphysicsCOMSOL AB.mph
            Ansys Mechanical (formerly ANSYS Structural)Ansys Inc..cdb, .rst, .db, .ans, .mac
            Abaqus FEA (SIMULIA)Dassault Systèmes SIMULIA.inp, .odb, .cae, .sta, .msg

            Ansys Fluent

            🧑‍🎓

            Next we're talking about Ansys Fluent. What's it about?


            🎓

            Developed by Fluent Inc. Acquired by Ansys in 2006. Unstructured grid-based general-purpose CFD solver.

            Current affiliation: Ansys Inc.



            Simcenter STAR-CCM+

            🧑‍🎓

            Next we're talking about Simcenter STAR. What's it about?


            🎓

            Developed by CD-adapco. Acquired by Siemens in 2016 and integrated into Simcenter brand. Polyhedral mesh is a distinguishing feature.

            Current affiliation: Siemens Digital Industries Software


            🧑‍🎓

            Your explanation is clear, Professor! The development story is now clear.


            Common Failures and Countermeasures

            🧑‍🎓

            What are common beginner mistakes? I want to know in advance!


            SymptomCauseCountermeasure
            Convergence failurePoor mesh quality, inappropriate boundary conditionsImprove mesh, review constraints
            Unusually large stressStress singularity, mesh dependenceAvoid singularity, localized mesh refinement
            Unrealistic displacementMaterial constant error, unit system inconsistencyVerify input data
            Excessive computation timeUnnecessary refinement, inefficient solverOptimize mesh, parallel computing

            Quality Assurance Checklist

            🧑‍🎓

            Are there any "practical wisdom" things that aren't in textbooks?


            🎓
            • Verified mesh convergence across 3+ mesh density levels
            • Checked force balance (sum of reaction forces)
            • Confirmed results are physically reasonable
            • Compared with known analytical solutions or benchmark problems



            • 🎓

              You're doing great! Hands-on practice is the best learning. Come ask anytime you don't understand.


              Coffee Break Trivia

              Mitsubishi Heavy Industries Steam Turbine CHT Case

              Mitsubishi Heavy Industries deployed CHT in the 2010s for ultra-supercritical pressure steam turbine (USC) blade design. Under harsh conditions of 600°C and 25MPa, they calculated IN738LC blade temperature distribution with STAR-CCM+ and achieved 1.4x improvement in thermal fatigue life. Temperature difference from actual machine was within ±20K, verified by thermocouples. Calculation required 96 cores for approximately 72 hours.

              Conjugate Heat Transfer Analysis for Turbomachinery: Software & Solver Comparison for Turbomachinery CHT

              Commercial Tool Comparison

              🧑‍🎓

              There are lots of different software, right? Tell me the features of each!


              🎓

              I'll detail feature comparisons and historical background of major commercial CAE tools supporting turbomachinery CHT analysis.


              🧑‍🎓

              Your explanation is clear, Professor! The cloudiness about turbomachinery has cleared.


              Supported Tools List

              🧑‍🎓

              So what software can be used for turbomachinery CHT analysis?


              Tool NameDeveloper/CurrentMain File Formats
              Ansys FluentAnsys Inc..cas, .dat, .msh, .jou
              Simcenter STAR-CCM+Siemens Digital Industries Software.sim, .java, .csv
              COMSOL MultiphysicsCOMSOL AB.mph
              Ansys Mechanical (formerly ANSYS Structural)Ansys Inc..cdb, .rst, .db, .ans, .mac
              Abaqus FEA (SIMULIA)Dassault Systèmes SIMULIA.inp, .odb, .cae, .sta, .msg

              Ansys Fluent

              🧑‍🎓

              Next we're talking about Ansys Fluent. What's it about?


              🎓

              Developed by Fluent Inc. Acquired by Ansys in 2006. Unstructured grid-based general-purpose CFD solver.

              Current affiliation: Ansys Inc.



              Simcenter STAR-CCM+

              🧑‍🎓

              Next we're talking about Simcenter STAR. What's it about?


              🎓

              Developed by CD-adapco. Acquired by Siemens in 2016 and integrated into Simcenter brand. Polyhedral mesh is a distinguishing feature.

              Current affiliation: Siemens Digital Industries Software


              🧑‍🎓

              Now I understand why the development story is important!



              COMSOL Multiphysics

              🧑‍🎓

              Tell me about COMSOL Multiphysics!


              🎓

              Founded in Sweden in 1986. Started as FEMLAB with MATLAB integration, later renamed COMSOL. Strong in multiphysics.

              Current affiliation: COMSOL AB



              Ansys Mechanical (former ANSYS Structural)

              🧑‍🎓

              Tell me about Ansys Mechanical!


              🎓

              Developed in 1970 by Swanson Analysis Systems Inc. (SASI). APDL (Ansys Parametric Design Language) based.

              Current affiliation: Ansys Inc.


              🧑‍🎓

              That's how software development works!


              Feature Comparison Matrix

              🧑‍🎓

              Budget and time are limited—which has the best cost-performance?


              FeatureFluentStar-CCM+COMSOLAnsys Mechanical
              Basic capabilities
              Advanced features
              Automation/Scripting
              Parallel computing
              GPU support

              Conversion Risk

              🧑‍🎓

              What exactly is conversion risk?


              🎓
              • Element type incompatibility: Solver-specific elements cannot be represented in neutral format
              • Material model differences: Same name but different internal implementation
              • Boundary condition redefinition: Often manual re-entry required
              • Result data comparison: Differences in output variable definitions (nodal vs. elemental, integration point values)

              • 🧑‍🎓

                I see! Model transfer works that way.


                License Forms

                🧑‍🎓

                I've heard "license form" but might not fully understand...


                ToolLicenseFeatures
                Commercial FEANode-locked/FloatingExpensive but official support included
                OpenFOAMGPLFree but support is paid
                COMSOLNode-locked/FloatingPurchase by module
                Code_AsterGPLEDF-developed OSS solver

                Selection Guidelines

                🧑‍🎓

                What's the decision criterion for which to choose?


                🎓

                For turbomachinery CHT analysis tool selection, consider:


                🎓
                • Analysis scale: Scalability to tens of millions to billions of DOFs
                • Physical models: Support status of required constitutive relations and element types
                • Workflow: CAD integration, automation ease
                • Cost: Initial investment + annual maintenance + training
                • Support: Technical support quality and response time



                • 🎓

                  You're doing great! Hands-on practice is the best learning. Come ask anytime you don't understand.


                  Coffee Break Trivia

                  CFX vs STAR-CCM+ Selection Criteria

                  CFX (ANSYS) vs STAR-CCM+ (Siemens) choice in turbomachinery CHT is long-standing industry debate. CFX excels through turbomachinery-specific preprocessor "TurboGrid" integration, stronger in European aerospace. STAR-CCM+ leads in automatic mesh generation of complex cooling channels via polyhedral meshing. 2023 Ansys user survey shows 58% CFX, 31% STAR-CCM+ share in industrial gas turbine sector.

                  Advanced Research in Turbomachinery CHT

                  🧑‍🎓

                  How will the turbomachinery CHT analysis field evolve?


                  🎓

                  Let's look at latest research trends and advanced methods in turbomachinery CHT analysis.


                  🧑‍🎓

                  Your explanation is clear, Professor! The cloudiness about turbomachinery has cleared.


                  Latest Numerical Methods

                  🧑‍🎓

                  Next we're talking about latest numerical methods. What's it about?



                  🧑‍🎓

                  Equations alone aren't clicking... What do they represent?


                  🎓
                  • Isogeometric Analysis (IGA): Use NURBS basis functions directly to achieve seamless CAD-CAE integration
                  • Particle methods (SPH, MPM): Meshfree approaches for large deformation and failure tracking
                  • Phase-field method: Implicit interface representation for complex interface tracking
                  • Machine learning assistance: Surrogate models, Physics-Informed Neural Networks (PINN)


                  • High-Performance Computing (HPC) Support


                    Parallelization MethodOverviewApplicable Solvers
                    MPI (domain decomposition)Distributed memory type. Standard for large-scale problemsAll major solvers
                    OpenMPShared memory type. Within-node parallelizationMany solvers
                    GPU (CUDA/OpenCL)GPGPU utilization. Especially effective for explicit methodsLS-DYNA, Fluent, etc.
                    Hybrid MPI+OpenMPInter-node + intra-node parallelizationLarge-scale HPC environments

                    Conjugate Heat Transfer Analysis for Turbomachinery: Common Issues & Debugging for Turbomachinery CHT

                    Troubleshooting



                    🧑‍🎓

                    Your explanation is clear, Professor! The cloudiness about turbomachinery has cleared.


                    Common Errors and Countermeasures

                    🧑‍🎓

                    Have you ever done all-night debugging on turbomachinery CHT analysis, Professor? (laugh)



                    1. Convergence Failure

                    🧑‍🎓

                    What exactly is convergence failure?


                    🎓

                    Symptom: Solver exits abnormally without converging within specified iterations


                    🎓

                    Possible causes:

                    • Insufficient mesh quality (overly distorted elements)
                    • Inappropriate material parameter settings
                    • Inappropriate initial conditions
                    • Nonlinearity too strong (insufficient load steps)

                    🎓

                    Countermeasures:

                    • Perform mesh quality check (aspect ratio, Jacobian)
                    • Verify material parameters units
                    • Subdivide loads into multiple steps (increase substeps)
                    • Relax convergence criteria (but watch accuracy)

                    🧑‍🎓

                    In other words, cutting corners on convergence failure will hurt you later. I'll remember!



                    2. Non-Physical Results

                    🧑‍🎓

                    Next we're talking about non-physical results. What's it about?


                    🎓

                    Symptom: Stress/displacement/temperature values unrealistic


                    🎓

                    Possible causes:

                    • Boundary condition misapplication
                    • Unit system mixing (SI vs. engineering units)
                    • Inappropriate element type selection
                    • Stress singularities present

                    🎓

                    Countermeasures:

                    • Check reaction force sum (force balance)
                    • Verify unit system consistency
                    • Reconsider element type appropriateness
                    • Remove or isolate singularities; consider submodeling

                    🧑‍🎓

                    My senior said "convergence failure above all, get it right." Now I understand.




                    3. Excessive Computation Time

                    🧑‍🎓

                    What exactly is excessive computation time?


                    🎓

                    Symptom: Computation takes many times longer than expected


                    🎓

                    Countermeasures:

                    • Optimize mesh density distribution
                    • Exploit symmetry (1/2, 1/4 models)
                    • Optimize solver settings (iterative method, preconditioner selection)
                    • Use parallel computing



                    4. Memory Exhaustion

                    🧑‍🎓

                    Tell me about memory exhaustion!


                    🎓

                    Symptom: Out of Memory error


                    🧑‍🎓

                    My senior said "convergence failure above all, get it right." Now I understand.


                    🎓

                    Countermeasures:

                    • Use out-of-core solver
                    • Reduce mesh scale
                    • Confirm 64-bit solver version in use
                    • Increase memory allocation

                    🧑‍🎓

                    Wow! Convergence failure story is so interesting! Tell me more.


                    Nastran Typical Errors

                    🧑‍🎓

                    What exactly are typical errors?


                    🎓
                    • FATAL 2012: Singular stiffness matrix → Review constraints
                    • USER WARNING 5291: Poor element quality → Fix mesh
                    • SYSTEM FATAL 3008: Memory insufficient → Adjust MEM setting


                    • Abaqus Typical Errors

                      🧑‍🎓

                      Tell me about typical errors!


                      🎓
                      • Excessive distortion: Excessive element deformation → Check NLGEOM, improve mesh
                      • Zero pivot: Insufficient constraints → Add boundary conditions
                      • Time increment too small: Convergence failure → Review step settings

                      • 🧑‍🎓

                        So if the tool name works out, we're mostly OK, right?


                        When Analysis Doesn't Match

                        1. First, take a deep breath—randomly changing settings when stressed makes things more complicated
                        2. Create minimal reproduction case—reproduce the turbomachinery CHT problem in simplest form. "Subtraction debugging" is most efficient
                        3. Change only one thing and re-run—multiple changes simultaneously obscure what's working. Follow "control experiment" principle from science
                        4. Return to physics—if calculation shows "objects floating against gravity," suspect fundamental input data error
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                        Related Fields

                        Structural AnalysisFluid AnalysisManufacturing Process Analysis
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