That's not the novel part, the novel part is thermally connecting the regenerating and saturating sides. I think the tldr is that the regenerating side is evaporating and thus cooling? The work input into the system (aside from fans) is the vacuum pump.
They're using vacuum to dry the desiccant; the mechanism to seal the two chambers well enough to pull a vacuum seems like a high failure point.