Feria de Madrid is in Coslada. Tap the map or the "Get directions" button to see the exact location and the route from your position.
On this listing you can see "Other train stations nearby" right below, sorted by proximity. You can also open the full train stations in Coslada page for the complete map ranked by distance from your location.