**Introduction** Stedin is a gridoperator that is active in Zuid-Holland, Utrecht and Zeeland. Stedin provides data on energy consumption, the location and characteristics of cables and pipelines. Th
For residential community, the load characteristics of EVs are influenced by the behavior of residential users. Based on the statistics of NHTS2022, this study predicts the load of EVs in residential