The use of non-combustable electrodes only gets a passing mention here but it seems a key part of making this system less carbon intensive. Also, if I remember correctly aluminium smelters use some pretty nasty cover gasses in the process to avoid creating a giant firework, I didn't find a reference to these in the paper.