The calculated distance (air line) between Chorley and Birmingham is approximately 86 miles respectively 138 kilometers.
By car or train, the actual journey to Birmingham is certainly longer, as only the direct route (as the crow flies) between Chorley and Birmingham has been calculated here.
Air line (approximately)
138 kilometers
75 nautical miles