Well, the only problem is, you'll probably have to rebuild the plate circuit, as well. First, if you raise (at least double) the plate voltage, the cap ratings in the entire output circuit may be a little small.
Not only that, but any of these low voltage, multi-tube sweepers have a very low output impedance--so you'll likely have to change the plate tank values, too.