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An open ensemble-centric platform

Integrated Reservoir Management and Analytics (IRMA) ingests and manages ensemble data for uncertainty-centric modeling. his makes it easier to process hundreds of realizations to extract the essence relevant for decision-making. The open interface links with ResX and other third-party applications via an open API to connect to available data sources for maximum flexibility.

Work with 100s of realizations with ease

Manages ensembles as explicit data items, helping simplify work with single or multiple ensembles.

  • Single ensemble analysis: Track adjustments to the model with each iteration to boost insight and help validate an ensemble
  • Dual ensemble analysis: Select, visualize, analyse ensembles and changes in scalar variables after history-matching. Compare outcomes for informed decision-making
  • Schedule activities using AI: Helps maximize production and mitigate risks for the economically advantageous result
Delta 3D grid shows the delta of statistics between the two selected ensembles
Delta 3D grid
Delta analysis grid- 3D analysis highlights  areas where major changes occurred
Delta analysis

Qualitative and quantitative analysis

A comprehensive set of tools performs in-depth assessments and comparisons to help identify new opportunities and understand associated risks.

  • Delta analysis of grid properties: Helps generate a detailed spatial overview of where changes are occurring
  • Probability maps: Aggregated P10, P50, and P90 statistical maps for the primary and secondary ensembles together with the calculated difference maps
  • Risk filters: Identify potential targets by filtering on probability thresholds to match risk limit preferences. Observe areas where ensemble probabilities are exceeding the threshold, as they arethe targets for optimal reservoir management decisions

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