Design of Experiments (DOE)
(การออกแบบการทดลอง (DOE))
Definition
Design of Experiments (DOE) (การออกแบบการทดลอง (DOE)) Hard Skill
Design of Experiments (DOE) is a systematic method to plan, conduct, analyze, and interpret controlled tests to evaluate the factors that may influence a particular outcome or process.
Expertise Level
Level 1
Basic
1. Understands the fundamental concepts and terminology of DOE.
2. Can identify basic factors and levels for simple experiments.
3. Able to conduct simple single-factor experiments.
Level 2
Intermediate
1. Can design and set up factorial and fractional factorial experiments.
2. Understands interaction effects between factors.
3. Able to analyze experimental data using statistical tools to draw conclusions.
Level 3
Advanced
1. Can plan and optimize complex multi-factor experiments for robust process improvement.
2. Able to apply advanced DOE techniques such as response surface methodology and Taguchi methods.
3. Skilled in interpreting results to guide strategic decision-making and innovation.
