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Tailored tools and lean workflows that scale.


Computer Aided Design of Wind Tunnel Models

Competence.

We build custom toolchains and applications for simulation, testing, and reporting.

We automate routines and standardize outputs, so teams move faster with fewer errors.

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Our Workflow

Concept Study and Constraints

Define the exact problem to be solved and begin designing the user interface (UI) to ensure the tool is intuitive and fits the workflow.

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Prototype Scripts and Data Models

Develop initial prototype scripts to test the core logic and establish the necessary data models (structure for input/output data).

Core Algorithms and Performance Tuning

Implement the main algorithms (e.g., post-processing, AI analysis) and perform performance tuning to ensure the solution is fast and efficient.

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Validation on Real Datasets

Rigorously validate the developed tool/method by running it on real-world datasets to confirm accuracy and reliability.

Packaging, Logging, and Versioning

Prepare the software for distribution (packaging), implement logging for traceability, and set up version control (e.g., Git) for maintainability.

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Rollout and Training

Deploy the final tool to the end-users (rollout) and provide training and documentation for successful adoption.

What you get.

Results

  • Applications and scripts with clear UIs

  • Automated pipelines for FFT and report packs

  • Integration with existing tools and data stores

  • Documentation and examples for long-term use

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Methods, Tools & Facilities

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Methods

Custom toolchain development, automated data analysis including FFT and AI options, robust documentation standards, version controlled releases, FEM model manipulation, CFD to FEM mapping, ROM generation

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Tools

Python, MATLAB, C, Git, CI pipelines, Doxygen, pytest, pyNastran, PyCatia

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Facilities

e.g. some Test Facility (PTF) at some University, some test rig with special capability