In this video, I’ll show you how to create a central composite design (CCD) using Python. A central composite design is part of response surface methodology and it is much more efficient in capturing curvature than for example 3-level factorial designs.
WATCH THIS VIDEO TO LEARN:
- How to create a central composite design in Python using the pyDOE3 package
- How to customize center points, alpha parameters, and face parameters for your specific needs
- A helpful function to scale your coded design matrix to actual experimental values
📺 WHAT IS A CENTRAL COMPOSITE DESIGN?:
https://youtu.be/8ArNrxI9SeE?si=DUjQ_lH3nM8lRVSM
🤖 GET ACCESS TO MY AI ASSISTANT: https://www.experimentaldesignhub.com/downloads/p/your-ai-assistant-for-doe
📂 GET ACCESS TO CODE AND DATA:
https://www.experimentaldesignhub.com/downloads/p/how-to-create-a-central-composite-design-using-python-jupyter-file
📖 READ THE BLOG POST:
https://www.experimentaldesignhub.com/blog/how-to-create-a-central-composite-design-ccd-with-python
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CONNECT WITH ME!
💼 LinkedIn: https://www.linkedin.com/in/marcel-butschle
✉️ [email protected]