Removing material from the fringe of a steel plate leaves behind a space for your welding material to fill. This edge is what is known as a bevelled edge. This allows suitable penetration and deposition of the weld, providing the opportunity to establish a more robust joint.
Many other joint configurations can require edge bevelling, such as:

T joints

Corner joints

Lap joints

Edge joints

Mechanical bevelling

Skew Head