共役熱伝達解析

Category: 解析 | Integrated 2026-04-06
CAE visualization for conjugate heat transfer theory - technical simulation diagram
共役熱伝達解析

Theory and Physics

Overview

🧑‍🎓

Teacher! Today's topic is about conjugate heat transfer analysis, right? What is it?


🎓

Simultaneously solving heat transfer in solids and fluids. Used for electronics cooling and turbine blade thermal design. Continuity conditions for temperature and heat flux at the interface.



🧑‍🎓

Wait, wait, solving heat transfer in solids and fluids... does that mean it can also be used for cases like this?


Governing Equations




$$ q = h(T_s - T_f) $$
$$ -k_s\frac{\partial T}{\partial n}\bigg|_s = -k_f\frac{\partial T}{\partial n}\bigg|_f $$



🧑‍🎓

Wow, the discussion about describing conjugate heat transfer analysis is super interesting! Tell me more.


Discretization Methods

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How do you actually solve these equations on a computer?


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


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We perform transformation to the weak form (variational form) and use formulation by the Galerkin method using test functions and shape functions. The choice of element type (low-order elements vs. high-order elements, full integration vs. reduced integration) directly affects the trade-off between solution accuracy and computational cost.




Matrix Solution Algorithms

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What exactly do you mean by matrix solution algorithms?


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



SolverClassificationMemory 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 / Non-symmetric
AMG PreconditionerPreprocessingO(n)Very Large Scale
🧑‍🎓

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


Implementation in Commercial Tools

🧑‍🎓

So, what software can be used to do conjugate heat transfer 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

Vendor Lineage and Product Integration History

🧑‍🎓

Does each software have a dramatic origin story?



Ansys Fluent

🧑‍🎓

Next is about Ansys Fluent. What's the story?


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Developed by Fluent Inc. Acquired by Ansys in 2006. A general-purpose CFD solver based on unstructured grids.

Current Affiliation: Ansys Inc.



Simcenter STAR-CCM+

🧑‍🎓

Next is about Simcenter STAR. What's the story?


🎓

Developed by CD-adapco. Acquired by Siemens in 2016 and integrated into the Simcenter brand. Features polyhedral meshing.

Current Affiliation: Siemens Digital Industries Software


🧑‍🎓

After hearing this, I finally understand why development is so important!



COMSOL Multiphysics

🧑‍🎓

Tell me about "COMSOL Multiphysics"!


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

Current Affiliation: COMSOL AB


🧑‍🎓

Wow, the story about development is super interesting! Tell me more.


File Formats and Interoperability

🧑‍🎓

Are there any points to note when transferring data between different software?


FormatExtensionTypeOverview
STEP.stp/.stepNeutral CADISO 10303 compliant 3D CAD data exchange format. Supports geometry + PMI.
IGES.igs/.igesNeutral CADEarly CAD data exchange standard. Has compatibility issues with surface data. Transition to STEP is progressing.
CGNS.cgnsCFD DataCFD General Notation System. Standard exchange format for CFD results.

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