Until 1 January 2007 Kjellerup municipality was a municipality (Danish, kommune) in Aarhus County on the Jutland peninsula in central Denmark. The municipality covered an area of 255 km², and had a total population of 13,953 (2005). Its last mayor was Hans-Jørgen Hørning, a member of the Venstre (Liberal Party) political party.