Abstract: It is introduced that the BP neural network model of prediction of mining collapse is established based on the survey′s data and main factors at a mine field where the collapse had happen.The model structure is 7-10-2.After several learning parameters are optimized,the prediction of mining collapse at the field is made with this model.The results show that BP neural network model is feasible and effective in prediction of mining collapse.