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.

5 months ago ~ fabian_luethard

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.

5 months ago ~ fabian_luethard

Finishing up and preparing the presentation.

5 months ago ~ andreas_schuth

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 ;)

5 months ago ~ andreas_schuth
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Energy Data Hackdays 2023