we are finished!!! https://colab.research.google.com/drive/1KdsIOs91fQ3QhN4YmfH9rum5lL2-yRVE?authuser=1#scrollTo=Z3cTGg6o2AXI

An exploratory analysis of the data quickly revealed patterns that we were expecting: household power usage peaks in the evening were correlating with the peaks of ev charging power usage.

The switch to EV usage and residential charging is bound to increasingly become a challenge for the electricity grid. Our team set out to discover the flexibility potential for residential EV charging.

Finishing up and preparing the presentation.

We divided the challenge in 4 different goals. 1. Energy Disaggregation, 2. UX+Product, 3. Net-Dataset, 4. Customer Clustering (Answers) - checking first results now ;)