It is known locally as 'The Golden Boys' or 'The Carpet Salesmen', after its colour, and the partially-rolled-up plan of a steam engine which they are examining.
It was unveiled in 1956, although preliminary designs were drawn up in 1938.
All three men were members of the Lunar Society.
The statue is due to be moved, after restoration, across the road into Centenary Square.