The calculated distance (air line) between Fuencarral-El Pardo and Fuenlabrada is approximately 15 miles respectively 24 kilometers.
By car or train, the actual journey to Fuenlabrada is certainly longer, as only the direct route (as the crow flies) between Fuencarral-El Pardo and Fuenlabrada has been calculated here.
Air line (approximately)
24 kilometers
13 nautical miles