مانا بترو
SR-10متقدمةالموجة 3الذكاء الاصطناعيالمجال

تحديد مواقع آبار التطوير

في جملة واحدة

Searches for where the next wells should go, with drilling feasibility and surface constraints inside the search rather than applied afterwards.

المشكلة

Well locations are proposed from a map of remaining oil, then sent to drilling, which rejects half of them on dogleg, anti-collision or surface access grounds. The loop takes months.

كيف تعمل

A constrained optimiser searches trajectory and completion design against forecast recovery, with anti-collision, dogleg severity, surface pad availability and rig capability as hard constraints inside the objective. Candidate locations are returned only if they are drillable.

البيانات المطلوبة

  • History-matched model ensemble with remaining-oil maps
  • Existing well trajectories and pad locations
  • Rig capability envelope and directional design limits
  • Surface constraints: terrain, access, land and environmental exclusions

ما الذي تحصل عليه

  • Ranked drillable candidate locations with trajectory and forecast
  • Value-of-information ranking to sequence the campaign
  • Direct export into the anti-collision check

ما لا تستطيع فعله

Forecast value carries the full uncertainty of the underlying model ensemble, which in a field with sparse recent data is wide enough that the ranking between the top candidates is not statistically meaningful. The tool is honest about when its first and fifth choices are indistinguishable, which is often.

كل صفحة قدرة تذكر حداً حقيقياً. إن لم يستطع المورّد إخبارك أين يتوقف منتجه، فلم يُقل لك الحق عن أين يبدأ.

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