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 Duration 14 hours

Course Outline

Fundamentals of Statistical Process Control

  • Defining SPC and exploring its historical development.
  • Examining the significance and advantages of applying SPC.
  • A refresher on fundamental statistical concepts.

SPC Instruments and Methodologies

  • Understanding the theory and construction of control charts.
  • Differentiating between various types of control charts.
  • Utilizing histograms, Pareto charts, and scatter diagrams for analysis.

Applying Control Charts in Practice

  • Criteria for selecting the appropriate control chart.
  • Establishing control limits accurately.
  • Techniques for monitoring and interpreting control chart data.
  • Distinguishing between special cause and common cause variations.

Evaluating Process Capability

  • Key concepts underlying process capability.
  • Methods for calculating process capability indices.
  • Analyzing the implications of process capability indices.
  • Comparing short-term versus long-term capability metrics.

SPC Deployment and Continuous Enhancement

  • Procedural steps for implementing SPC systems.
  • The role of SPC in driving continuous improvement initiatives.
  • Approaches to addressing typical obstacles during implementation.

Statistical Process Control Software Solutions

  • An overview of available SPC software tools.
  • Practical use of Excel and dedicated SPC applications.
  • Best practices for effective data management and analytical workflows.

Course Summary and Future Directions

Requirements

  • A foundational understanding of statistical principles.

Target Audience

  • Quality control professionals.
  • Process engineers.

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