The calculated distance (air line) between Fuencarral-El Pardo and Parla is approximately 18 miles respectively 29 kilometers.
By car or train, the actual journey to Parla is certainly longer, as only the direct route (as the crow flies) between Fuencarral-El Pardo and Parla has been calculated here.
Air line (approximately)
29 kilometers
16 nautical miles