Which material would work best as "sacrificial material" for melting aluminum powder in a kiln?
You need some oxygen scavengers before you start heating up the system. However, please note that you are going to need a lot of scavengers. To get rid of all the oxygen, you will have to put in a large excess of these scavengers into the chamber.

There is some information on oxygen scavengers on Wikipedia