Try the BRASSO. Either come in tube paste or liquid. Can get at hardware shop.

It is for any metal that the surface is oxidize and dirty stain. Very effective. But for aluminium, there possible got 2 outcome result after apply. Either shinning gross or aluminium mate. Try it with small potion first and see the result.