Case Studies
Explore how our hybrid models solve complex reservoir challenges and drive measurable results for operators worldwide.
Optimizing WAG Injection in a Carbonate Field Using CRM & ML
A major carbonate field with 53 producers and 45 injectors had been under waterflooding since the 1950s. In the mid-1990s, WAG was introduced to improve sweep efficiency. Despite decades of operation, suboptimal injector performance limited oil recovery.
Umm Shaif Field in ADNOC
The Umm Shaif Field, operated by ADNOC, is an offshore asset with complex reservoir heterogeneities and a mix of oil and gas development challenges. Traditional full-physics reservoir simulations for field development planning (FDP) were taking 9–12 months, limiting the ability to evaluate multiple scenarios and reducing decision-making confidence.
Al Nouf Field in ADNOC
ADNOC’s WAG injection operations required validation of CRM connectivity analysis against full-physics forecasts. A key challenge was that simulation forecasts often start from a BHP-controlled state rather than the field’s true operational regime, leading to unrealistic production trends and limiting the reliability of direct well-by-well comparisons.
ABK Field in ADNOC
ADNOC sought to optimize waterflood management and field development planning (FDP) across multiple reservoirs. Traditional approaches—manual pattern analysis and full-physics simulation—took 6–18 months and limited the ability to evaluate multiple scenarios, slowing optimization and reducing confidence in well and injection planning decisions.