Prediction of glycerol removal from biodiesel using ammonium and phosphunium based deep eutectic solvents using artificial intelligence techniques

► Glycerol removal from palm oil-based biodiesel was modeled using an ANN approach. ► Two classes of DESs based on the ammonium and phosphunium salts were considered. ► The average absolute deviation of the ANN model prediction was 6.46%.