The calculated distance (air line) between Blackheath and Battersea is approximately 7 miles respectively 11 kilometers.
By car or train, the actual journey to Battersea is certainly longer, as only the direct route (as the crow flies) between Blackheath and Battersea has been calculated here.
Air line (approximately)
11 kilometers
6 nautical miles