An open ensemble-centric platform

Integrated Reservoir Management and Analytics (IRMA) ingests and manages ensemble data for uncertainty-centric modeling, making it easier to process hundreds of realizations. 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 perform history matching and help validate an ensemble
Dual ensemble analysis: Select, visualize, analyze ensembles and the changes in scalar variables, and 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 occured — 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: Adjust the probability threshold for property filters based on risk preferences. Visualize areas where ensemble probabilities exceed the threshold to identify potential targets

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