DOE (Design Of Experience – Thiết Kế Thử Nghiệm)
Day | Section | Content- EN | Practice | Softwares |
Day 1 | Knowledge basic
|
– Hypothesis ( Z test, t test, Chi Square Test)
– Linear Regression Analysis ( Simple and Multiple regression) – Analysis Anova ( One way and two way) |
YES | MINITAB |
General About Design Of Experiment
|
– A Quick History of the Design of Experiments (DOE)
– The Basic Principles of DOE – Steps for Planning, Conducting and Analyzing an Experiment – Designed Experiment – Response Variable – Factors and Levels – Design Matrix, Main Effects Plot, Interaction Plot |
YES | MINITAB | |
Day 2 | Factorial Designs (Full and Fractional Factorial Designs)
|
– Terminology: Factorial Designs
– Full Factorial Illustration – Full Factorial Example – Determining Statistical Significance – Fractional Factorial Designs – Fractional Factorial Example – Screening Designs Illustration, Blocking, Design Resolution |
MINITAB | |
Day 3 | Response Surface Designs | – Central Composit Designs
– Introduction Central Composit Designs – Example of creating a Central Composite Design – Box – Behnken Designs – Introduction Central Composit Designs – Example of creating a Box – Behnken Designs
|
YES | MINITAB |
Day 4 | Taguchi (Robust) Designs
|
– Taguchi Static Designs
– Taguchi Dynamic Designs – Taguchi Loss Function – Taguchi Design Example |
YES | MINITAB |
FINAL TEST IN 60 MINS |