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.
https://arpa-e.energy.gov/sites/default/files/2021-03/07%20D...
The IP has been licensed by Babcock and Wilcox, who are the source of the nifty compact fluidized bed heat exchanger.