The present paper describes how wind tunnel tests combined with manoeuvring simulator tests and wind statistics can be used to estimate the mean reduction in power consumption for larger ships equipped with sail systems for auxiliary propulsion purposes. The results presented is based on wind tunnel tests with a 60, 000 tdw bulk carrier carried out for the Burmeister & Wain Ship Design in Denmark.