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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