The calculated distance (air line) between Fuenlabrada and Villaverde is approximately 7 miles respectively 11 kilometers.
By car or train, the actual journey to Villaverde is certainly longer, as only the direct route (as the crow flies) between Fuenlabrada and Villaverde has been calculated here.
Air line (approximately)
11 kilometers
6 nautical miles