Table 1 Major parameters.

From: Comparison of machine learning models for rock UCS prediction using measurement while drilling data

Drilling parameter

Unit

Sensor

Rock mechanical parameter

Unit

Drilling speed

mm/s

Displacement sensor

UCS

MPa

Rotational speed

r/s

Rotational speed sensor

Thrust

kN

Thrust sensor

Torque

kN·mm

Torque sensor