A filter bag assembly and an associated method. The assembly has a filter bag that includes at least two sidewalls of filter material spaced from each other at an open end and connected to provide a closed end of the filter bag assembly. At least one of the sidewalls includes at least one folded pleat. In one specific example, the folded pleat extends perpendicular relative to a direction extending from the open end to the closed end.