Four paraffin emulsions were prepd. and tested for apparent viscosity, water resistance, stability and rheol. properties after homogenization. Content of emulsifier was 2.5%. The flow limit of the emulsions was modelled by using a neural network. A good agreement of calcd. and exptl. detd. values was achieved.