Great question! And not surprisingly, not a new one actually. This was investigated by the guy at
http://www.vasamodel.cz/, but I can't find links to his dual-fan stuff anymore. It also was done by a guy named Ralf Dvorak, example here:
https://www.rcgroups.com/forums/showthread.php?262808-Electric-Ducted-Fans-November-2000
Short answer: The power generated by this complex setup was soon overtaken by the increase power of new brushless tech, and the complexities of a twin-fan setup were more trouble than they were worth.
I also tried this myself on my university senior project: We attempted to make a twin-inline ducted fan. And we did, and it flew! HOWEVER: The total measured thrust of our twin-inline EDF was only 1.5lbs! For TWO 65mm ducted fans! That's less than just one nowadays.
Now maybe we didn't design it properly (for sure), and maybe it could still be made to work (possible), but it will require quite a bit of trial and error to test and prove the optimal arrangement of blade pitch, motor RPM and the balance between the two. Just putting two fan rotors on a common shaft won't buy you anything.
Anyway, welcome aboard! Don't be scared off by all us grouchy naysayers who think we know it all cuz we've tried and failed...try stuff for yourself and maybe you'll find something others missed! Definitely learn from the mistakes others have made, but don't be afraid to try something different.