Objective
The participant will become familiar with the basic statistic concepts and data analysis. Also participants will understand the DMAIC methodology in order to identify and reduce the process variation and they will use the software Minitab statistic to optimize the process output.
Participant’s profile
• Basic knowledge of the process of product and/or manufacturing processes
Introduction
Define
• Basic concepts
• Descriptive statistics
• Analysis of variance of 1 and 2 factors
• Project charter
Measure
• Process Mapping
• Cause and Effect Analysis
• Measurement System Analysis
• PFMEA
• Process Capability Analysis
• Confirm the project baseline
Analyze
• Graphical analysis
• Confidence interval for a mean
• Hypothesis testing
Improve
• Intro to DOE
+ Full factorial model
+ 2-factors factorial design
Control
• X-R control chart
• Attribute control charts
• Mistake proofing