مانا بترو
DR-13أساسيةالموجة 1الذكاء الاصطناعي

تحليل الأسباب الجذرية للوقت غير المنتج والبحث في الآبار المجاورة

في جملة واحدة

Reads every daily drilling report the operator has ever filed and answers, in seconds, what went wrong at this depth in this field before.

المشكلة

Twenty years of daily drilling reports and end-of-well reports sit in folders as scanned PDFs and Word files. Answering "have we had losses in this formation before" takes an engineer a day of reading, so the question mostly does not get asked.

The result is that the same NPT event repeats across a campaign, and the cost is booked as if it were unforeseeable.

كيف تعمل

Reports are ingested through the OCR pipeline, then NPT events are extracted into a structured record: depth, duration, category, sub-category and narrative. Categories are normalised to a single field taxonomy rather than the free text each crew used.

A retrieval interface answers natural-language questions in Persian, Arabic, English or Spanish, and every answer cites the report and page it came from.

البيانات المطلوبة

  • Daily drilling reports and end-of-well reports, scanned or digital
  • Well headers with coordinates, spud dates and casing schemes
  • Existing NPT coding standard if the operator has one
  • Formation tops so events can be placed stratigraphically

ما الذي تحصل عليه

  • Structured NPT database with depth, duration, category and source citation
  • Field NPT atlas: cost and frequency by formation, by category, by rig
  • Question-and-answer interface over the report archive with page-level citations

ما لا تستطيع فعله

Extraction quality tracks scan quality. Handwritten remarks columns, which are common in older reports and often contain the most useful detail, are extracted at materially lower accuracy than typed text, and those records are flagged as low-confidence rather than silently included.

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

قدرات ذات صلة

  • DF-01أساسية

    خط معالجة OCR لوثائق الحقل

    Turns decades of scanned reports, logs and maps into searchable text, including Persian and Arabic documents and handwritten annotations.

    أساس البياناتالذكاء الاصطناعي
  • DF-02أساسية

    الاستخراج المهيكل من التقارير

    Pulls the numbers out of the reports — depths, rates, pressures, volumes, dates — and puts them into a database with a link back to the page they came from.

    أساس البياناتالذكاء الاصطناعيالمجال
  • KC-01أساسية

    مساعد المعرفة الفنية (RAG)

    Ask a question about your own field in Persian, Arabic, English or Spanish and get an answer with the report and page it came from.

    المعرفة والمساعد الذكيالذكاء الاصطناعي
  • DR-05متوسطة

    التنبؤ بانحشار الأنابيب

    Warns that the string is becoming hard to move, typically twenty to sixty minutes before it stops moving at all.

    ذكاء الحفرالذكاء الاصطناعي