Episode 45 · Process Control

Process Control, Part 3: Beyond PID

Episode 45: Process Control, Part 3: Beyond PID, by Sankalp Thakur

The Process Control finale moves to a distillation column where separate loops can fight over the same process. Interaction, the relative gain array and decoupling explain why pairing measurements and manipulated variables matters. Model predictive control introduces a way to coordinate decisions while considering the plant ahead. The episode then revisits the operating story and emerging approaches, completing the series' journey from process dynamics to coordinated control.

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Inside this episode

  1. Recap and cold open: the column
  2. How a distillation column works, in two minutes
  3. Interaction: pulling on the same tablecloth
  4. The relative gain array: a quick test for fighting
  5. Decoupling: a translator between the knobs
  6. Model predictive control: playing chess with the plant
  7. Inside the optimiser, in words
  8. Why MPC conquered refineries
  9. Building an MPC: Ines and column two
  10. MPC's weaknesses: models age
  11. Where the money is: shifting the average
  12. The control hierarchy: a pyramid of time
  13. Monitoring thousands of loops
  14. Inferential measurements and soft sensors
  15. Plantwide control: the problem of recycles
  16. Controlling startups, grade changes and the abnormal
  17. A day in the pyramid
  18. The future: what's changing
  19. Ines, two years on
  20. The series in one breath
  21. Closing
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Production credits & AI disclosure

Scripts generated with Claude Opus. Synthetic narration generated with Edge TTS. Reviewed, listened to, and approved by Sankalp Thakur.