The calculated distance (air line) between Dieburg and Bielefeld is approximately 148 miles respectively 239 kilometers.
By car or train, the actual journey to Bielefeld is certainly longer, as only the direct route (as the crow flies) between Dieburg and Bielefeld has been calculated here.