Perhaps the "mystery drones" are using electric generators powered by small gasoline engines.
These craft are not hand-launched items you can purchase from Amazon. They are the size of automobiles, and larger. There are many alternatives for the propulsion systems.
It could be a fuel cell, if the owners have enough funding.