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.
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苏自武,杨甘生,陈礼仪.利用人工神经网络原理对钻井中钻速的预测[J].钻探工程,2005,32(1):48-50.SU Zi-wu, YANG Gan-sheng, CHEN Li-yi. ROP Forecast by Artificial NN[J]. Drilling Engineering, 2005,32(1):48-50.