The calculated distance (air line) between Morinville and Edmonton is approximately 19 miles respectively 30 kilometers.
By car or train, the actual journey to Edmonton is certainly longer, as only the direct route (as the crow flies) between Morinville and Edmonton has been calculated here.
Air line (approximately)
30 kilometers
16 nautical miles