The CFDSource Difference: Why We Refuse to Deliver a “Black Box” Analysis
We’ve all seen those reports: a few colorful images, a basic conclusion, and no real explanation of the methodology. That’s a black box, and it’s dangerous. You’re left guessing the assumptions, the boundary conditions, and the potential limitations. At CFDSource, you’ll receive a comprehensive report detailing every aspect: from the CAD preparation and meshing strategy (including mesh quality metrics) to the selected physical models, solver settings, and post-processing techniques. We dissect every parameter and present it transparently. Our reports aren’t just about what the results are, but how they were obtained and why those methods were chosen. It equips you, the engineer, to understand, challenge, and confidently apply the findings. 🤝
Parameter/Stage | Typical “Freelancer” Approach | CFDSource Standard | Engineering Rationale |
Mesh Generation | Auto-meshing, focus on speed | Hexahedral-dominant or high-quality polyhedral in critical zones, detailed mesh metrics | Superior accuracy in boundary layers, reduced numerical diffusion, better convergence |
Turbulence Model | Default k-epsilon or ad-hoc selection | Physics-driven selection (e.g., SST k-omega for adverse pressure gradients, LES for unsteadiness) | Matches physical flow behavior, critical for accurate separation/recirculation predictions |
Boundary Conditions | Simplistic, sometimes inaccurate guesswork | Rigorous definition based on engineering drawings, operational data, or experimental inputs | Foundation of accurate simulation, directly impacts flow field and result validity |
Convergence Criteria | Residuals only, often too loose | Residuals + monitoring key engineering quantities (e.g., lift, drag, pressure drop) | Ensures solution is physically converged, not just numerically stable |
Result Validation | Often omitted | Comparison with experimental data, analytical solutions, or published literature | Establishes credibility, quantifies uncertainty, provides confidence in decisions |
Report Content | Basic plots, brief conclusions | Comprehensive, includes methodology, assumptions, validation, uncertainty, and recommendations | Empowers client to understand and leverage results fully |