OEE Evaluation with Python

In this course, work data from a manual working station will be analyzed according to different KPI, such as the Overall Equipment Effectiveness (OEE).

Contents:

• 1. Learning Outcome
  • 1.1. Requirements
  • 1.2. What you need
  • 1.3. Sources and Resources
• 2. Task
• 3. Setting up the work environment
• 4. Understanding the work data
• 5. Basic program structure
• 6. Data preparation - Work data
  • 6.1. Base value calculation
• 7. OEE calculation
  • 7.1. Work information per day
  • 7.2. OEE parameters per day
• 8. Visualization
  • 8.1. OEE graph
  • 8.2. Scatter plot - cycle times
• 9. Data evaluation
• 10. Problem Solving
  • 10.1. Plotting