Know Thy Operator

Know Thy Operator

BSidesLV via YouTube Direct link

Intro

1 of 24

1 of 24

Intro

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Classroom Contents

Know Thy Operator

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  1. 1 Intro
  2. 2 Motivation
  3. 3 Overview of Example Industrial Process
  4. 4 Resources from plant
  5. 5 Simplified Process Diagram (DCS)
  6. 6 Industrial Database
  7. 7 Understanding the Data
  8. 8 Data Collection Points (Control Loops)
  9. 9 Temporal Alignment Problem
  10. 10 Variability Challenges in Establishing Ground Truth
  11. 11 Machine Learning
  12. 12 Supervised learning for tracing sources of variability
  13. 13 Further Correlation Analysis
  14. 14 Behavior Based Event Detection System for Industrial Facilities
  15. 15 Advantage over Current State of the Art
  16. 16 Overview of Toolkit Flow
  17. 17 Feature Selection
  18. 18 The Cluster Tuning Algorithm
  19. 19 The K-Means Algorithm
  20. 20 Threshold Optimization
  21. 21 GUI FOR Cluster Tuning
  22. 22 Operator in the Loop
  23. 23 State of Health Assessment
  24. 24 Conclusion

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