We finally got this to work, by adding an Externally Conformed Domains:
In the Functional Setup Data Configuration and Load Plan Administration
select Manage Externally Conformed Domains
Configure Domain for E-Business Suite:
Conformed Currency Rate Type
After this we could select EUR as global currency 1.
There may be other possibilities, let me know if you managed to use alternative solutions.