The calculated distance (air line) between Johannesburg and Brakpan is approximately 20 miles respectively 33 kilometers.
By car or train, the actual journey to Brakpan is certainly longer, as only the direct route (as the crow flies) between Johannesburg and Brakpan has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles