Delia signed a professional tryout agreement with the Penguins on Wednesday.
It would likely take multiple injuries to the Penguins' goalie group for Delia to open the season on the 23-man roster. Still, the 32-year-old backstop will be the oldest backstop on the roster, which could land him a two-way deal if he's willing to serve as a veteran option in the minors.