In the beginning of Hellsing and Hellsing Ultimate, we see that Alucard is restrained and forgotten in the basement.
How was he originally restrained? In Hellsing Ultimate, he easily broke out of the restraints.
Why was he restrained? Throughout either series we see that he is like a mostly tamed wild animal but can be controlled.