Drilling wells in challenging oil/gas environments implies in large capital expenditure on
wellbore's construction. In order to optimize the drilling related operation, real-time decisions …

The accurate and frequent measurement of the drilling fluid's rheological properties is
essential for proper hydraulic management. It is also important for intelligent drilling …

Real-time drilling optimization consists of selecting operational parameters that maximize a
desirable measure of drilling performance. Drilling optimization efforts often aspire to …

Rate of Penetration (ROP) can be considered as a crucial factor in optimization and cost
minimization of drilling operations. In order to predict ROP with satisfactory precision, some …

Predicting the drilling rate of penetration (ROP) is one approach to optimizing drilling
performance. However, as ROP behavior is unique to specific geological conditions its …

Oil and gas reservoirs are of the main assets of countries possessing them. Production from
these reservoirs is one of the main concerns of engineers, which can be achieved by drilling …

Data-driven models are widely used to predict rate of penetration. However, there are still
challenges on real-time predictions considering influences of formation properties and bit …

Application of artificial intelligence in the accurate prediction of the rate of penetration (ROP),
an important measure of drilling performance, has lately gained significant interest in oil and …

Rate of penetration (ROP) prediction is crucial for the optimization and control in drilling
process due to its vital role in maximizing the drilling efficiency. This paper proposes a novel …

Drilling rate of penetration (ROP) prediction is an enormously important step to optimize
drilling controllable parameters. Therefore, numerous efforts have been done in order to …