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This course focuses on developing competencies for identifying and conducting relevant MSA, ensuring accuracy and reliability of measurements, and focuses on data collection, statistical analysis, and results interpretation.

Learning Outcome

  • Outline key basics of MSA for Variable and Attribute data
  • Set up data collection plan and outline steps for
    • Gage Repeatability & Reproducibility (GR&R) study
      • Crossed
      • Expanded
    • Bias & Linearity Study
    • Stability Study
    • Attribute Agreement Analysis (AAA)
  • Conduct analysis using Minitab Statistical Software
  • Interpret analysis result (graphical & numerical) produced by Minitab

Methodology

The methods used here are the combination of lecture + interactive discussion.

Pre-requisite

A basic technical background or 1-2 years of working experience in any business operation discipline.

Duration

2 Days

Target Group (who should attend)

Executives, Engineers and Managers from any organisations including Core Operation/Support/Transactional group either in manufacturing or service industries.

Day 1

  • Overview & Key Basics
  • Basic Statistics
  • Measurement System Variations & Analysis
    • Discrimination – Resolution
    • Precision
    • Accuracy 
    • Linearity
    • Stability

Day 2

  • MSA for Variable Data
    • Gage Repeatability & Reproducibility (GR&R) Study
      • Crossed
      • Expanded
    • Bias & Linearity Study
    • Stability Study
    • Acceptance Criteria & Steps
    • Using Minitab (Statistical Software) to Create and Analyse Numerical and Graphical Results 
  • MSA for Attribute Data
    • Attribute Agreement Analysis (AAA)
    • Acceptance Criteria & Steps