FEATURE 5 · WELL B-12 · DEMO MODE · REPRESENTATIVE DATA

AI OIL PRODUCTION PREDICTION

Forecast heavy-oil production using reservoir conditions, CSS parameters, SRP settings, wellbore pressure and representative production history.

AI FORECAST · REPRESENTATIVE MODELHistorical production → Digital Twin state → CSS + SRP scenario → predicted production, efficiency and risk

CURRENT OIL PRODUCTION

43.8 m³/day

Live representative twin baseline

7-DAY PREDICTION

53.2 m³/day

+9.4 m³/day vs current

14-DAY PREDICTION

54.9 m³/day

Post-CSS production response

30-DAY PREDICTION

55.0 m³/day

Taper-adjusted outlook

ACTUAL VS AI PREDICTED PRODUCTION

30-day production outlook

Actual is representative production history; cyan is the model estimate and forecast for the active scenario.

MODEL CONFIDENCE · 89%
H-13H-8H-3D+2D+7D+12D+17D+22D+2738 m³44 m³50 m³56 m³62 m³Today
  • Actual production
  • AI predicted production

CONNECTED TWIN INPUTS

Forecast evidence layer

Reservoir temperature

70.8 °C

Thermal mobility driver

Crude viscosity

598 cP

Heavy-oil resistance

Wellbore pressure

27.9 bar

Lift-path constraint

CSS parameters

300 t · 18 h

Steam + soak response

SRP parameters

5.8 spm · 2.5 m

Pump displacement

Production history

14 representative days

Actual vs model calibration

AI RECOMMENDATION

Balance thermal lift with stable pumping

Maintain 5.8 SPM and 43 Hz while using the selected CSS response to protect equipment loading.

RECOMMENDED NEXT ACTION

Review the 14-day forecast with Production and Reliability before applying a field change. This is a representative prototype estimate, not a live operating instruction.

SIMULATION OUTCOME

Expected operating impact

Outputs are recalculated from the active Digital Twin baseline and applied scenario.

SCENARIO · 300 t / 18 h / 5.8 SPM

EXPECTED PRODUCTION

54.4 m³/day

+10.6 m³/day average forecast lift

EXPECTED SOR

6.57

Steam-oil ratio proxy

EXPECTED ENERGY / BARREL

35.7 kWh/bbl

Steam + lift energy intensity

EXPECTED EQUIPMENT RISK

37%

Within representative managed envelope

OIL-TWIN AI · Baghewala Heavy Oil Operations · DEMO MODE · REPRESENTATIVE DATA
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