The calculated distance (air line) between Villarrubia de los Ojos and Fuencarral is approximately 88 miles respectively 142 kilometers.
By car or train, the actual journey to Fuencarral is certainly longer, as only the direct route (as the crow flies) between Villarrubia de los Ojos and Fuencarral has been calculated here.
Air line (approximately)
142 kilometers
77 nautical miles