Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data

no code implementations • 2 Jun 2020 • Milan Straka, Rui Carvalho, Gijs van der Poel, Ľuboš Buzna

We identified the most influential features correlated with energy consumption, indicating that the spatial context of the charging infrastructure affects its utilization pattern.

regression Variable Selection

Predicting popularity of EV charging infrastructure from GIS data

no code implementations • 6 Oct 2019 • Milan Straka, Pasquale De Falco, Gabriella Ferruzzi, Daniela Proto, Gijs van der Poel, Shahab Khormali, Ľuboš Buzna

The availability of charging infrastructure is essential for large-scale adoption of electric vehicles (EV).

Binary Classification regression