After analyzing diversified forecast models for the rate of penetration, the ROP forecast method with BP arithmetic theory of improved artificial nerve nets was taken to calculate the ROP during drilling.

• 在对各种钻速预测模式进行分析的基础上 ,提出利用改进后的人工神经网络BP算法理论完成对钻井过程中机械钻速的预测