ANFIS based evolutionary concept for estimating nucleate pool boiling heat transfer of refrigerant-ester oil containing nanoparticles

•ANFIS is developed applying different evolutionary algorithms to predict pool boiling heat transfer.•A number of 405 empirical data were obtained from literature to train and test the models.•This model is an easy-to-use tool to estimate nucleate pool boiling heat transfer properties of refrigerant-oil mixtures with nanoparticles.