Metal-based catalysts, including platinum, nickel, and palladium, are widely used in the hydrogenation of fats and oils. These catalysts facilitate the addition of hydrogen to unsaturated fats, converting them into saturated fats and improving their stability and shelf life. This process is critical for the production of margarine and shortening.