Renewables can't provide a consistent baseload which is a big (unfortunate) drawback.
Hydrogen has a habit of leaking through anything and embrittling metals, so it may not be a trivial task. According to the Dept. of Energy, converting pipelines to carry pure hydrogen will require "substantial modification."