The calculated distance (air line) between Katwijk aan den Rijn and Delft is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Delft is certainly longer, as only the direct route (as the crow flies) between Katwijk aan den Rijn and Delft has been calculated here.
Air line (approximately)
21 kilometers
12 nautical miles