Biggest thing with Aluminium is scarf build up. I've tried fluid (my machine has it built in), speciality fluids brush applied, no luck. I cut dry now with great success following the rules below.
The bigger the stock the courser the blade must be, unfortunately anything below 3/4" blade size limits what is available.
Second is blade tension, it should be on the higher side (not so much to damage the machine or wear out the bearings).
Feed rate, slow it down, if you are experiencing blade jumping, binding, popping off wheels, slow it down.
Last once you start experiencing this, it is only going to get worse, the blade is done for Aluminium (so at all costs reduce your feed rate at the beginning). Lots of life left for steel unless you broke a tooth.
The important note here for Aluminium is the width of the cut (blade length in material) the wider it is the more pronounced the issue is as the scarf heats and sticks to the blade and itself in the cut just before it clears the end of the cut
Steel on the other hand because of the hardness, chips tend to be smaller the scarf does not fill the tooth gullet. Hence high feed rates can be set to maximize cut.