If there was an advanced societal collapse it would definitely be more like 'they ran out of tin/zinc/whatever' and had to melt down their likely mechanical/clockwork advancements to feed themselves. An advanced energy source? Nah, that's gonna be a hard sell to me.
The biggest flaw with...