pdc/Module_28 at master · APMonitor/pdc · GitHub

Name		Name	Last commit message	Last commit date
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1_Topic		1_Topic
2_Quiz		2_Quiz
3_Assignment		3_Assignment
4_TCLab		4_TCLab
README.md		README.md

README.md

Module 28 in Process Dynamics and Control

Topic

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

Quiz

Quiz on Second Order Regression: 4 scripts. Description: Learning assessment on second order dynamic system regression methods.

Assignment

Fit Second Order with Optimization: 2 scripts. Description: Optimization methods are used to fit unknown parameters for a second order system.

TCLab

TCLab Second Order Regression: 4 scripts. Description: A 2nd order model is fit to an open-loop and closed-loop temperature response to heater changes.