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README.md
README.md
 
 

README.md

Module 7 in Process Dynamics and Control

Topic

  • Optimization Method: FOPDT to Data: 2 scripts. Description: A first-order linear system with time delay is a common empirical description of many dynamic processes. This tutorial demonstrates how to fit an FOPDT model to data or a more complex simulation with optimization techniques.

Quiz

  • Quiz on Parameter Regression: 1 scripts. Description: Learning assessment on optimizing a first-order plus time-delay model to fit data. The model is fit to data by adjusting three parameters to minimize the sum of squared errors between the predicted and measured values.

Assignment

  • Parameter Regression: 1 scripts. Description: A first-order linear system with time delay is a common empirical description of many dynamic processes. Optimized regression methods are used to fit a first order system to process data.

TCLab

  • TCLab FOPDT Regression: 2 scripts. Description: Linear Dynamic Temperature Response Model of a Heater and Temperature Sensor with an Arduino