Data mining/analysis

Data-Driven Analytics Provide Novel Approach to Performance Diagnosis

This work describes a heuristic approach combining mathematical modeling and associated data-driven work flows for estimating reservoir-pressure surfaces through space and time using measured data.

This work describes a heuristic approach combining mathematical modeling and associated data-driven work flows for estimating reservoir-pressure surfaces through space and time using measured data. This procedure has been implemented successfully in a giant offshore field with a complex history of active pressure management with water and gas. This practical work flow generates present-day pressure maps that can be used directly in reservoir management by locating poorly supported areas and planning for mitigation activities.

Field Overview

The giant oil field offshore Abu Dhabi covers an area of approximately 40×25 km. The structure is a low-relief anticline.

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