RAAF Williams Point Cook Airfield is the oldest continuously operating military air base in the world. 

Point Cook is only 20 minutes from Melbourne City along the Princes Freeway. Melways map 198-J6

Civilians are free to enter this military base with suitable photo ID.  While you're there, why don't you visit the RAAF Museum