NOT to use a bench grinder
Diamond,
I suggest you deburr the part by hand with a file. YES, this is a slow process. It takes a few passes with file parallel to the sheet thickness, and a pass or two on each edge at a 45 degree. Going slower however assures you will not F the parts up. You can get things done in a hurry with power, and mess them up about as fast too.
But the main reason NOT to use a bench grinder as you are suggesting is that all the finish marks will be in the EXACT wrong direction from a stress standpoint. Even a scotch-brite wheel will leave marks. Try it and view the results with a 10X loupe. Most parts that have any length, such as doublers and skings should be filed out in the direction of the skin edge, not perpendicular to the skin edge. Any cracks that could form do so across the thin section of the skin (part), due to repeated bending (you wing does flex every flight under at least 1G loads). I'm sure plenty of builders have filed their parts/skins in the opposite direction than I am suggesting. Then again, I am sure there are plenty of builders who have not even filed their skins. And these planes aren't falling out of the sky. But if you're a purist, and don't want to know what the fatigue limit is for your skins, doublers, etc. do it the right way.
Vern has suggested using a drill press, and that will be the CORRECT direction to leave any residual finish (file) marks, since the wheel will be spinning PARALLEL to the skin edge. You still need however to knock off the edge corners (top and bottom) and this is still best done by hand, feeling it with you fingers after small lengths of work (you'll find out pretty quick about what it takes in general).
BTW, do NOT use grinding wheels with aluminum. Some people don't know this, but the wheels will load up with soft aluminum, throw the wheels out of balance, and could come apart.