Peony's definitely produce seed pods :)
Ive seen some on my route to school that have already lost their flowers & it looked like they had seeds on them but i wasnt 100% sure. When would be the best time to collect the seed pods?
As you are in the midlands I guess your Peony pods will ripen earlier than mine up here in sunny manchester ;D But I will let you know when mine are ready anyway :)