Base on the analysis of gas emission law in the coal mining faces, BP artificial nerve network model can identify the parameter of the coal mining face in high gassy mine with rated conditions of ventilation in the coal mining face. The model can rationally select a coal mining method, circulated operation method, face advancing rate, coal production per day per face and others. The model has a high accuracy and a certain practical value.