Open the access door and remove the cover for the burner (if your unit has a cover). If you see any residue on it, then that buildup could be to blame for your furnace troubles. As to how to fix ...
LARGE-SCALE trials recently carried out on open-hearth furnaces 1 emphasize the need for more fundamental knowledge of the flow of fuel, air and combustion products through the furnace chamber.