Does the Catholic Church allow annulments in the case of infertility?

Mary marries John and both have good intentions of living together and raising a family. After x years it's discovered that one cannot have children and nothing can be done medically. Can the other person receive an annulment based on the fact that he /she wants to have children but the spouse cannot? Is the one person that can have children supposed to forgo children ? Let's assume that no fraud was committed and the person didn't know they were infertile.