A standard diesel purification unit can easily clean dyed diesel fuel by removing water and solid contaminants, but it will not remove the dye itself. The dye is a fully dissolved chemical component of the fuel and cannot be separated by filtration or vacuum treatment. To actually remove the color, special adsorption or chemical processes would be required, which are outside the scope of normal fuel cleaning equipment.