Mastering Drilling Efficiency

Mastering Drilling Efficiency

A Guide to Multiple Regression and Numerical Simulation Optimization

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The drilling industry's pursuit of cost-effective operations has led to a novel approach for optimizing the rate of penetration (ROP). Extensive research identified data limitations in the Bourgoyne and Young model, particularly regarding bit wear. To address this, a unique method was developed, linking bit wear distribution to formation characteristics, validated using data from three Blue Nile basin wells in Sudan.Statistical analysis with Statistica-12.5 software determined nine coefficients with over 95% confidence. Leveraging the Bourgoyne and Young model, this approach successfully predi...