Studies of an ANFIS-based system on the prediction of the coal and gas burst

Abstract：ANN-based system on the prediction of coal and gas burst has shortcomings such as slow convergence speed, poor fitting capability, low accuracy of prediction and indefiniteness of the training results.In order to overcome these, Neuro-Fuzzy Inference System is used to establish an ANFIS-based system on the prediction of coal and gas burst.Furthermore, the approach is used for the inverse predictions of several examples.The inverse prediction results show that the approach has the merits of high convergence speed, good fitting capability, high accuracy of prediction and definiteness of the training results, and it is an excellent approach for the inverse prediction of coal and gas burst.On the other hand the paper made an attempt to give an fuzzy grade of the coal and gas burst.

Keyword：coal and gas burst;fuzzy logic;neuro-network;