Two maintenance employees and a designated fire watch were tasked with patch welding holes on the Rougher Tail Discharge Box A&B. After realizing the hole was larger than anticipated, they left the area to get a larger patch for the hole. They proceeded to weld a small portion of the hole located on a rubber lined pipe and it caught fire.