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Course Information

Assignments

Topical Materials

1. What is Process Control?
- 1.1. What is Feedback?
- 1.2. Elements of Process Control
2. Process Modeling
3. Feedback Control
4. Process Analytics
5. Optimization
6. Predictive Control
7. Projects
- 7.1. Project Ideas
8. References

Control Laboratory

1. The Temperature Control Laboratory
2. Step Testing
- 2.1. Step Testing
- 2.2. Lab Assignment 1: Step Test of a First-Order System
3. Empirical Model Identification
- 3.1. Fitting Step Test Data to Empirical Models
4. Estimating Model Parameters
- 4.1. Assignment: Model Identification
5. Feedback Control
- 5.1. Relay Control
- 5.2. Lab Assignment 4: Relay Control
6. State Estimation
- 6.2. Open and Closed Loop Estimation
7. Optimization
8. Predictive Control and Real Time Optimization
- 8.1. Simulation, Control, and Estimation using Pyomo
- 8.2. Simulation, Control, and Estimation using Pyomo

Python Tutorials

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By Jeffrey Kantor