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.