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Challenge / Goal

The challenge was to project mobility patterns into charging patterns. It was impossible to predict the temporal pattern of the charging demands.


Iterative approach trying to find a path between available inputs and desired outputs. Exploration of variety of algorithms helped find the right solutions. Among others Markov chain and turning the optimization problem into a graph were key ingredients in finding the solution.


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Time period

Planning time: Less than 6 months

Implementation time: 6 months to 1 year


VTT and Plugit

Service providers


End users


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