MATLAB and Simulink in Engineering Education

MATLAB and Simulink in Engineering Education

MATLAB and Simulink in Engineering Education

Lessons

  1. Lecture 1: MATLAB and Simulink in Engineering

    1. MATLAB basics for budding engineer

    2. Experimentation and Modeling in MATLAB

    3. Design and Implementation

  2. Lecture 2: MATLAB and Simulink in Engineering

    1. Project Based Learning (Arduino, Raspberry Pi)

    2. Machine Learning and Data Analytics

    1. Machine Learning and Data Analytics - Accessing, exploring, analyzing, and visualizing data in MATLAB

    2. Common Machine Learning tasks such as feature selection and feature transformation

    3. Using the Classification learner app and functions in the statistics and Machine Learning toolbox to perform

    4. What is IoT?

    5. Electrical Engineering using Simscape (Physical Modeling)

    6. System Identification and Neural Network Based System Modeling Techniques and Electrical Engineering using SimPowersystems Control System design and analysis

  3. Lecture 4: MATLAB and Simulink in Engineering

    1. Mechanical engineering concept using Simscape (Physical Modeling)

    2. Multi body dynamics simulation using sim mechanics

  4. Lecture 5: MATLAB and Simulink in Engineering

    1. Import Cad models using GetMechanics App

    2. Implement control on low cost hardware - Arduino Demo of Magnetic Levitation System