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.
9 months ago
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Fabian Lüthard
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.
9 months ago
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Fabian Lüthard
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 ;)
9 months ago
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Andreas Schuth
Join a project to share your progress!
* dribs n. pl.: in small amounts, a few at a time