The calculated distance (air line) between Chelsea and Pakenham is approximately 20 miles respectively 31 kilometers.
By car or train, the actual journey to Pakenham is certainly longer, as only the direct route (as the crow flies) between Chelsea and Pakenham has been calculated here.