/ Analogues & AI · 8 min read

Using an Analogue Field Database for Faster Reservoir Decisions

When the model is uncertain and the data is thin, the strongest argument is a comparable field that already lived the answer.

When data is thin and models are uncertain, the strongest argument for any reservoir decision is a comparable field that already lived the answer. A structured analogue database turns that argument into a workflow — not a war story.

What a useful analogue record contains

  • Reservoir: rock type, depth, pressure, temperature, drive.
  • Fluids: oil API, viscosity, GOR, salinity, brine composition.
  • Development: well count, spacing, completion, lift method.
  • Recovery: history, EOR method, incremental performance.
  • Operational notes: surface, HSE, what failed, what worked.

How analogues plug into decisions

  • EOR screening: shortlist methods that worked in comparable fields.
  • Frac campaign design: pull fracture geometry and proppant decisions from analogues.
  • Acidizing: pull diversion strategy from similar interval lengths and skin patterns.

KEMISIM's analogue study software is built around this workflow with curated global coverage of EOR, stimulation and integrity case histories.

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See KEMISIM Analogue Study Platform on your reservoir.

A KEMISIM engineer will walk you through the workflow on data that looks like yours — no slides, no generic decks.

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