The calculated distance (air line) between Carlton North and Tarneit is approximately 17 miles respectively 28 kilometers.
By car or train, the actual journey to Tarneit is certainly longer, as only the direct route (as the crow flies) between Carlton North and Tarneit has been calculated here.
Air line (approximately)
28 kilometers
15 nautical miles