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Lean Six Sigma in Manufacturing
·
Module 6
Screening and Characterizing Factors with DOE
1
Introduction to Design of Experiments (DOE)
Explain the principles of Design of Experiments (DOE), including factors, levels, responses, and randomization.
2
Screening Experiments: Identifying Vital Factors
Design and analyze a screening experiment (e.g., Plackett-Burman) to identify the vital few factors from a large list of potential variables.
3
Designing Factorial Experiments
Design a full or fractional factorial experiment (e.g., 2^k) to study main effects and interactions.
4
Fractional Factorial Design: Aliasing and Resolution
Evaluate the aliasing structure and resolution of a fractional factorial design to understand its limitations.
5
ANOVA for Factorial Experiments
Analyze factorial experiment results using ANOVA to determine factor significance.
6
Understanding Factor Behavior: Interpreting Main Effects and Interaction Plots
Interpret main effects and interaction plots to understand the behavior of process factors.
Previous module
Modeling Relationships with Regression
Next module
Optimizing Processes and Validating Solutions