It depends.
I used to run 2 subs, but they were not the same. So I put the bigger louder one in my normal sub spot, and but the weaker one behind me. If you get the same sub, try putting them in a balanced layout. I don't know how your system is set up, but I would put one in each front corner or rear corner.
If you have your display in a corner, which I don't recomend, I would put one behind the TV, and the other behind the listening position.
The Klipsch KSW-12 is a weak subwoofer for your size room. If you can swing it, I would get a larger subwoofer and use it in your current Subwoofer position.
SheepStar