It was formed by the 1970 Danish Municipal Reform, and its 1974 adjustment, by merging the parish municipalities of Høje Taastrup, Sengeløse, the Fløng part of Hvedstrup-Fløng and the Reerslev part of Reerslev-Vindinge.