So I know I saw this movie, I might be mixing up a few things, but here is what I think I remember:

A guy uses a time machine and ends up in this dessert(?) where he meets a groupe of telekinetic people who sometimes have to sacrifice one of there own.

We then find out that there is a groupe of underground people who uses the sacrifices to power some machine