The calculated distance (air line) between Frankfurt am Main and Essen is approximately 118 miles respectively 190 kilometers.
By car or train, the actual journey to Essen is certainly longer, as only the direct route (as the crow flies) between Frankfurt am Main and Essen has been calculated here.
Air line (approximately)
190 kilometers
102 nautical miles