Introduction to Statistical Process Control and Capability

Purpose

This introductory course includes instruction from a comprehensive, applied training manual. The examples used throughout the seminar are actual examples using data collected by personnel involved in developing and implementing process control systems and conducting capability analyses. A modified course is available for operator training, which emphasizes a hands-on approach.

Time Requirement

4 days

Number of Participants

30 participants maximum

Prerequisites

None

Primary Resource Materials

An Introduction to Statistical Process Control and Capability manual
Quality with Confidence in Manufacturing
Process Control Technology workbook

Content Outline

  • The Graphical Representation of Data and Basic Descriptive Statistics
    • Ungrouped and Grouped Frequency Distributions
    • Frequency Polygons and Histograms
    • Measures of Central Tendency
    • Measures of Variability
    • The Normal Distribution and z Scores
  • Control Chart Theory
    • Process Variation
    • Control Chart Theory
    • Statistical Control Conditions
  • Process Control and Capability for Variables Data
    • Developing and Interpreting X-Bar and R Charts
    • Introduction to Process Capability
    • Developing and Interpreting X-Bar and s Charts
    • Process Capability Analysis utilizing the X-Bar and s Chart
  • Process Control and Capability for Attribute Data
    • Control Charts for Defectives
      • Developing and Interpreting p Charts
      • Developing and Interpreting np Charts
    • Control Charts for Defects
      • Developing and Interpreting c Charts
      • Developing and Interpreting u Charts
  • How to Get Started in Statistical Process Control
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