The calculated distance (air line) between Dortmund and Rheinhausen is approximately 33 miles respectively 54 kilometers.
By car or train, the actual journey to Rheinhausen is certainly longer, as only the direct route (as the crow flies) between Dortmund and Rheinhausen has been calculated here.
Air line (approximately)
54 kilometers
29 nautical miles