Performance of fuzzy logic and artificial neural network in prediction of ground and air vibrations

► The two statistical models in Eqs. (11) and (12) have medium intensity relationships according to the correlation coefficients. ► For PPV models, the values were 3.23–0.45%, 78.39%–0.21%, and 87–0.17% for statistical, ANN, and fuzzy models respectively. ► For dB models, the values were 99.83–4.92%, 99.94–2.9%, and 99.95–2.71% for statistical, ANN, and fuzzy models, respectively. ►As can be seen from these results, the prediction accuracy of the ANN and fuzzy models is better than the statistical model. ► In accordance to the values of performance indices, fuzzy models are slightly better than ANN models.