Meana Petro
PR-02IntermediaOla 2IADominio

Diagnóstico Inteligente de Problemas de Pozo

En una frase

When a well drops, it names the likely cause — scale, water breakthrough, lift failure, choke or reservoir — instead of only flagging the drop.

El problema

A production engineer covering three hundred wells sees a rate drop and has to open five systems to work out why. Most drops are diagnosed days late, and a share of them are never diagnosed at all — the well is simply carried at the lower rate.

Cómo funciona

Rate, pressure, temperature, water cut and lift telemetry are combined into a diagnostic signature, matched against a library of failure patterns built from the operator’s own workover history. The output is a ranked cause list with the evidence for each, and the engineer’s confirmation feeds back as a training label.

Datos necesarios

  • Daily rates with water cut and GOR
  • Wellhead pressure and temperature, choke position
  • Artificial lift telemetry where installed
  • Workover history with the diagnosed root cause per intervention

Qué obtiene

  • Ranked cause hypotheses with supporting evidence per well
  • Recommended diagnostic step — well test, survey, or intervention
  • Field-level pattern report showing recurring failure modes by reservoir

Qué no puede hacer

Diagnosis quality depends entirely on how well past workovers recorded their actual root cause, and most operators record the job performed rather than the cause found. Where that history is thin the system distinguishes reservoir-driven from mechanical decline reliably, and does not resolve further.

Cada página de capacidad declara una limitación real. Si un proveedor no puede decirle dónde termina su producto, no le están diciendo la verdad sobre dónde empieza.

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