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Response Surface Designs

Box-Behnken and central composite designs for quadratic models

Functions

bbdesign Box-Behnken design
ccdesign Central composite design

Examples and How To

Improve an Engine Cooling Fan Using Design for Six Sigma Techniques

This example shows how to improve the performance of an engine cooling fan through a Design for Six Sigma approach using Define, Measure, Analyze, Improve, and Control (DMAIC).

Concepts

Introduction to Response Surface Designs

Quadratic response surfaces are simple models that provide a maximum or minimum without making additional assumptions about the form of the response.

Central Composite Designs

Central composite designs (CCDs), also known as Box-Wilson designs, are appropriate for calibrating full quadratic models.

Box-Behnken Designs

Like the designs described in Central Composite Designs, Box-Behnken designs are used to calibrate full quadratic models.

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