Should do, Peonyrose, a light sanding first to provide a bit of a "key", but you will probably have to clean your brushes in white spirit, rather than water, that seems to work ok (along with a drop of washing up liquid 
which makes it easier) for non solvent based paint.
Hope this helps!
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