A panel cooled by the circulation of water and adapted to constitute all or part of a wall of an electric arc furnace. The panel consists, at the inside of the furnace, of a thick and corrugated wall to which is welded, at the outside of the furnace, a second thinner wall, the two walls defining passages adapted for the circulation of the water. The invention is used in electric arc furnaces for steel mills.