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