The calculated distance (air line) between Carrum Downs and Melbourne City Centre is approximately 23 miles respectively 36 kilometers.
By car or train, the actual journey to Melbourne City Centre is certainly longer, as only the direct route (as the crow flies) between Carrum Downs and Melbourne City Centre has been calculated here.
Air line (approximately)
36 kilometers
20 nautical miles