The calculated distance (air line) between Moncloa-Aravaca and Parla is approximately 14 miles respectively 22 kilometers.
By car or train, the actual journey to Parla is certainly longer, as only the direct route (as the crow flies) between Moncloa-Aravaca and Parla has been calculated here.
Air line (approximately)
22 kilometers
12 nautical miles