In order to apply smart charging it is key to be able to forecast the connection and charging time of charging sessions at the start of the connection. For, if you know how long a session will last, one can assign an appropriate smart charging strategy for that session. For instance by postponing the charging to a moment with lower energy prices or more renewable energy generation. This study presents the work of SIMULAAD in predicting charging and connection times.