随着计算机信息处理技术的发展,BP神经网络应用到各行各业的决策工作中。文章在分析BP神经网络的思想和计算方法的基础上,提出了基于BP神经网络的综采工作面指标测定方案,通过林南仓矿10438综采工作面的实际验证,该测定方案取得了良好效果,为今后煤矿企业开采计划的制定提供了理论依据。 With the development of computer information processing technology, BP neural network is applied to decision-making in all walks of life. Based on the analysis of the idea and calculation method of BP neural network, this paper puts forward a measure scheme of comprehensive mining face index based on BP neural network. Through the actual verification of 10438 fully mechanized mining face in Linnancang Mine, the scheme has achieved good results, It provides a theoretical basis for the future development of coal mining plans.