An Efficient Approach for Real-Time Prediction of Rate of Penetration in Offshore Drilling

Table 2

ROP related drilling parameters classification.

Rig and bit related parameters	Formation parameters	Drilling fluid properties
Weight on bit (WOB)	Local stresses	Mud weight
Torque	Hardness	Viscosity
Rotary speed (RPM)	Mineralogy	Filtrate loss
Flow rates	Porosity and permeability	Solid content
Pump stroke speed (SPM)	Formation abrasiveness	Gel strength
Pump pressure	Drillability	Mud pH
Hook load	Depth	Yield point
Bit wear	Temperature
Type of the bit	Unconfined compressive strength (UCS)