Meana Petro
DR-06FoundationalWave 2DomainAI

Real-Time Torque, Drag & Hydraulics

In one sentence

Compares what the string should weigh and how hard the pumps should work against what is actually measured, and flags the gap.

The problem

Torque-and-drag modelling is usually done in the office, once, on planned geometry. The rig then drills a hole that is not the planned geometry.

Without a live comparison, a friction factor drifting from 0.25 to 0.40 over a section goes unnoticed until the string will not run to bottom.

How it works

A soft-string model with an optional stiff-string correction is run continuously against the surveyed trajectory, back-calculating the friction factor from every pick-up, slack-off and rotate-off-bottom measurement. Hydraulics runs the same way: predicted standpipe pressure and ECD versus measured, with the residual attributed to cuttings load, bit nozzle wear or a washout.

Everything is physics-based and auditable. There is no learned component in the core calculation, which is why it is classed foundational.

Data required

  • Directional surveys as drilled
  • String and BHA tally with dimensions and weights
  • Hookload and torque with a reliable zero reference
  • Mud rheology, flow rate, standpipe pressure, bit nozzle configuration

What you get

  • Live friction factor trend by section, with drilling, tripping and rotating cases separated
  • Broomstick plot updated per survey and a torque limit projection to section TD
  • ECD profile and equivalent static density along the annulus

What it cannot do

Soft-string modelling underestimates torque in high-dogleg and in stiff-BHA cases; the stiff-string correction narrows but does not close that gap. Surface torque measurement quality on older top drives is often poor enough to dominate the error budget, and we calibrate against the rig’s own instrument before quoting any accuracy.

Every capability page states a real limitation. If a vendor cannot tell you where their product stops, you are not being told the truth about where it starts.

Related capabilities

  • DF-06Foundational

    SCADA/Historian Connectivity & TSDB

    Gets the live sensor data out of the control system safely and stores it at full resolution, which almost nothing else on this site does.

    Data FoundationIoTIT
  • DR-14Foundational

    Well Trajectory & Anti-Collision

    Checks the planned and actual well path against every other well on the pad, with the survey uncertainty included.

    Drilling IntelligenceDomainIT
  • DR-01Intermediate

    Real-Time ROP Optimization

    Rate of penetration is how fast the bit makes hole. This recommends the weight and rotation speed that make it fastest without wrecking the bit.

    Drilling IntelligenceAIDomain
  • DR-03Frontier

    Permeability from Mud Loss Data

    Mud that disappears into the formation is telling you something about how easily fluid moves through the rock. This reads that signal instead of discarding it.

    Drilling IntelligenceAIDomain
  • DR-05Intermediate

    Stuck Pipe Prediction

    Warns that the string is becoming hard to move, typically twenty to sixty minutes before it stops moving at all.

    Drilling IntelligenceAI