Course Content
Define
- Understanding Variability
- Project Charter
- Basic Statistics
- QFD/VOC
- COPQ
- Process Maps
Measure
- Measurement Basics
- Histograms
- Equipment R & R/MSA
- Scatter Plots
- Sigma Levels & DPMO
- Process Capability
- Yield Calculation
- Sampling Techniques
- Confidence Intervals
- Gauge R&R
- Implementing the measurement
- Data Collection
- Brainstorming
- FMEA
Analyse
- Data Analysis Pareto charts Frequency charts Run charts Variation
- Process Mapping and Analysis Value Stream Analysis Complexity
- Cause-Effect Diagram & 5 Why’s
- Central Limit Theorem
- Confidence Intervals
- Capability Studies
- Correlation
- Regression
- Design of Experiments (DoE) Full Factorial 2k Fractional Fractional Multi-Vari Correlation/Regression ANOVA Stratification Box Plots
Improve
- Hypothesis Testing T-Tests F-Tests ANOVA Chi Square
- Selecting solutions
- Developing solution options
- FMEA risk analysis
- DoE in Optimisation
- Simulation
Control
- Mistake Proofing
- Statistical Control
- Variation
- Control Charts
- I, X Bar and R Charts
- Response Charts
- Process Scorecards