This paper introduces a method for predicting grinding burn using arti
ficial neural networks (ANN). First, the way to model grinding burn vi
a ANN is presented. Then, as an example, the prediction of grinding bu
rn of ultra-strength steel 300 M via ANN is given. Very promising resu
lts were obtained.