It's an interesting concept. Cheap. Doesn't take up a lot of space. Could be driven by a solar furnace.

My concern is whether the cyclone particle separator will do a good enough job - gas turbine blades don't like being blasted with grit. I expect they'd need a heat exchanger to be sure to get only clean gas driving the turbines.