The calculated distance (air line) between Oatley and Blue Mountains is approximately 46 miles respectively 75 kilometers.
By car or train, the actual journey to Blue Mountains is certainly longer, as only the direct route (as the crow flies) between Oatley and Blue Mountains has been calculated here.
Air line (approximately)
75 kilometers
40 nautical miles