The calculated distance (air line) between Essen and Karlsruhe is approximately 180 miles respectively 290 kilometers.
By car or train, the actual journey to Karlsruhe is certainly longer, as only the direct route (as the crow flies) between Essen and Karlsruhe has been calculated here.