Is it possible that a radiator cannot be turned off?

[MegMegMegan]

We just bought a big house and the radiators are controlled centrally, as you'd expect, but it doesn't appear that the knobs adjust the heat output so we can't heat the house piecemeal.

We intend on re-plumbing the house but this is a huge problem in the interim.

Thanks.