Exercise Session: Introduction to Machine Learning in Power Systems

Smart Distribution Systems (B-KUL-H00P3A)

• Step 1: Make sure you are working in Linux
• Step 2: Navigate to electa/users/ruelensf
• Step 3: Open the terminal
• Step 4: Activate the virtual invironment
  • $source test2/bin/activate
• Step 5: Open Jupyter notebook in the virual invironenment
  • $jupyter notebook
• Step 6: Follow the assignments in machine_learning.ipynb

Introduction on Neural Networks

• http://neuralnetworksanddeeplearning.com/chap1.html

Introduction on Linear Regression

• http://ipython-books.github.io/featured-04/

Information About the Data Set

• http://www.elia.be/en/grid-data/power-generation/wind-power
• https://www.belpex.be/