The calculated distance (air line) between Gerolstein and Essen is approximately 87 miles respectively 139 kilometers.
By car or train, the actual journey to Essen is certainly longer, as only the direct route (as the crow flies) between Gerolstein and Essen has been calculated here.
Air line (approximately)
139 kilometers
75 nautical miles