Until 1 January 2007 Tornved municipality was a municipality (Danish, kommune) in the former West Zealand County on the island of Zealand (Sjælland) in Denmark.
The municipality covered an area of 105 km2, and had a total population of 9,135 (2005).
Its last mayor was Jens Stenbæk, a member of the Venstre (Liberal Party) political party.
It was merged with Holbæk, Jernløse, Svinninge, and Tølløse municipalities to form a new Holbæk municipality.
This created a municipality with an area of 583 km2 and a total population of 66,611 (2005).