These are the exercise files used for Statistical Process Control (SPC) Training course.
The course outline can be found in
https://www.tertiarycourses.com.sg/statistical-process-control-spc-training.html
https://www.tertiarycourses.com.my/statistical-process-control-spc-training-malaysia.html
Module 1 Understanding Variability
- Normal Distribution
- Histogram
- Test of Normality and Outliners
- Central Limit Theorems
Module 2 SPC Charts
- Principles of SPC Charts
- X-Bar and R charts
- X-Bar and S charts
- P-charts
- np-charts
- c-charts
Module 3 Process Capability Analsysis
- Cp, Cpk Indices
- Gage capability
Module 4 SPC Implementation
- Data Gathering Techniques
- Calculation of Control Limits
- Interpretation for Process Capability
Module 5 Process Improvement
- Pareto Analysis
- Cause and Effect Analysis