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Design of Experiments (DOE)
Quality · Advanced · 40 hours
Planned experimentation to understand and optimise processes: factors and levels, factorial designs, ANOVA, Taguchi methods and response surface methods.
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What you'll learn Understand the purpose of DOE Know experimental design principles Use factorial and fractional designs Analyse experiments with ANOVA Understand Taguchi and response surface methods
Course modules Module 1: Introduction to DOE Module 2: DOE Concepts Module 3: Experimental Principles Module 4: Simple Experiments Module 5: Factorial Designs Module 6: Fractional Factorials Module 7: Analysing Experiments Module 8: Taguchi Methods Module 9: Response Surface Methods Module 10: DOE in Practice Module 11: Core Concepts in Depth Module 12: Common Mistakes & How to Avoid Them Module 13: Tools, Resources & Templates Module 14: Standards, Quality & Best Practice Module 15: Health, Safety & Ethics Module 16: Case Study: A South African Example Module 17: Communication & Working with Others Module 18: Staying Current & Continuing to Learn Module 19: Capstone Project Module 20: Review, Assessment & Next Steps
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