Dimensional analysis plays a very important role in engineering! For fluid mechanics problems such as a vortex flow where there is a free surface, the key dimensionless groups are the Reynolds number and the Froude number: keep those constant and the flow patterns should be (nearly) identical even when the size scale changes! A nice historical review of the use of dimensional analysis over the ages is provided by Macagno, which may be found here.