Meana Petro
SR-05FronteraOla 3IA

Modelado Generativo Entre Pozos

En una frase

Fills the rock between wells with geologically plausible detail instead of a smooth interpolation that no outcrop ever looked like.

El problema

Conventional geostatistics produces models that honour the wells and are far too smooth everywhere else. Flow behaviour is controlled by the connectivity of that in-between rock, which the smooth model gets wrong.

Cómo funciona

A generative model trained on analogue outcrop and high-resolution field datasets produces multiple realisations conditioned on well data and seismic attributes. Realisations are screened for geological plausibility by a geologist before any of them reach a simulator.

Datos necesarios

  • Well data with facies and petrophysical curves
  • Seismic attributes or inversion volumes as soft conditioning
  • A depositional analogue set appropriate to the environment
  • Structural framework and zonation

Qué obtiene

  • Multiple conditioned property realisations
  • Connectivity metrics across the realisation set
  • RESQML-ready grids for flow simulation

Qué no puede hacer

Plausible is not correct. The realisations are consistent with the data and the analogue, and nothing in the method makes them true. They are useful for spanning uncertainty and dangerous if a single realisation is promoted to "the model", which is the most common way this technique is misused in the industry.

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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