eeeeh my suit's foam and therefore my shoulders are light as a feather and contact cement hold just fine... but for you perhaps super glue may work? I like the idea of using screws or tensions pins to give it some more support. Ideally, the piece would be modelled to accept a pin or dowel to support it. It's a bit trickier to reinforce after it's printed.