The calculated distance (air line) between Queenstown and Whittlesea is approximately 19 miles respectively 31 kilometers.
By car or train, the actual journey to Whittlesea is certainly longer, as only the direct route (as the crow flies) between Queenstown and Whittlesea has been calculated here.
Air line (approximately)
31 kilometers
17 nautical miles