How would the plane have to intersect the solid to produce a circle?

It can intersect the solid perpendicularly at both edge, this will automatically create a cross section thereby a circular shape is formed.

Step-by-step explanation:

When the plane is placed perpendicularly, cutting through both edges produces two cross section which in turn creates a circle.