Hybrid physics-machine learning models for predicting rate of penetration in the Halahatang oil field, Tarim Basin
近日,我室焦圣杰博士在SCI2区期刊《Scientific Reports》期刊上发表题为《Hybrid physics-machine learning models for predicting rate of penetration in the Halahatang oil field, Tarim Basin》的文章,主要针对钻速预测问题进行研究,钻速(ROP) 是优化钻井、降低成本和缩短钻井周期的关键因素。然而,由于钻井作业的系统性、复杂性和不确定性,建立高度准确和可解释的钻速预测模型来指导和优化钻井作业一直是个难题。...