Tutorials

• PCA for fault detection in Tennessee Eastman Process
  • Process description
  • Importing data
  • Modeling and process monitoring
  • Analyzing the effect of preprocessing techniques
  • Final considerations
• Regression models for soft sensing of a real process
  • Importing data
  • Modeling and process monitoring
  • Comparing models
  • Final considerations