Abstract: The precision of ore quality prediction in open pit imposes a direct impact on the comprehensive usage of ore.It is the original data for ore quality management,and perquisite & guarantee of the stability and evenness of output ore.Quality prediction of blasting muckpile ore in open pit by artificial neural BP network can not only lighten the labor intensity of manual blasting muckpile sampling,but also reduce substantially the lab cost.