I started using 2 layers of duck-tape, but as they are also overlapping in the center it might add some strength as well. Unfortunately the foam isn't good to use anymore, so I am waiting for new foam before I can glue them to the rims again..
Luckily I ordered new wheels, foam and extra rims from SC last week