The calculated distance (air line) between Washington and Olney is approximately 49 miles respectively 80 kilometers.
By car or train, the actual journey to Olney is certainly longer, as only the direct route (as the crow flies) between Washington and Olney has been calculated here.
Air line (approximately)
80 kilometers
43 nautical miles