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Optimized support vector regression for drilling rate of penetration estimation
2015
Open Geosciences
In the petroleum industry, drilling optimization involves the selection of operating conditions for achieving the desired depth with the minimum expenditure while requirements of personal safety, environment protection, adequate information of penetrated formations and productivity are fulfilled. Since drilling optimization is highly dependent on the rate of penetration (ROP), estimation of this parameter is of great importance during well planning. In this research, a novel approach called
doi:10.1515/geo-2015-0054
fatcat:7asx5bb7gjflnhboywyseaa7lq