The problem arrived when I added a device UUID in my Apple Developper Account.
I changed the bundle identifier manually (adding a version number) and it worked. I guess that the bundle name in linked to a specific UUID list.
The app is not on the AppStore so I don't know if it will cause a problem if it does.