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Matlab/Simulink

This repository contains all the material needed for the lecture MATLAB/Simlunik at the Corporate State University Baden Württemberg and will be updated continuously.

Agenda

lecture 01 (sync):

• What is MATLAB for (use cases)
• Basics operations, Datastructures, Scripts, Debugger
• Exercise 1

lecture 02 (sync):

• Data visualization
• Exercise 2

lecture 03 (sync):

• Newton-Raphson-Algorithm for root searching
• Numerical differentiation

lecture 04 (async):

• Linear Regression
• Gradient Descent Optimizer

lecture 05 (async):

• Mass-Spring-Damper 0D modelling in Matlab
• Matlabs solver for stiff ode's

lecture 06 (sync):

• PID Controller
• Implementation in Simulink

lecture 07 (sync):

• 2D modelling (Heatconduction)
• Simulinks S-Functions (C-Code in Simulink)

lecture 08 (sync):

• Implementation of Runge-Kutta
• k-means algorithm
• Implementation & Visulaization
• Matlab and Python