Places like HSS hire shops have the said pads usually in stock, from experience these pads are usually used to clean hard floors (quarry tile, polished concrete, resin etc) but I imagine they can be used to buff a hand scraped no problem. Machine will most likely be a Wolff/Numatic or similar...