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Predicting formation damage due to mineral scaling during water-flooding operations using SVM

عنوان مقاله: Predicting formation damage due to mineral scaling during water-flooding operations using SVM
شناسه ملی مقاله: OGPH08_021
منتشر شده در هشتمین همایش بین المللی نفت، گاز، پتروشیمی و HSE در سال 1402
مشخصات نویسندگان مقاله:

Soheila Davoudi - Master's student in petroleum engineering Petroleum University of Technology AhvazPetroleum Faculty
Ramin Rezaei - Bachelors’ student in petroleum engineering Petroleum University of Technology AhvazPetroleum Faculty

خلاصه مقاله:
Water-flooding is one of the main options employed by the oil industry to meet theworld’s ever-increasing demand for oil, as the primary source of energy. This approach ishighly prone to cause formation damage if injected water is not compatible with theformation brine. In this study, SVM was employed, as relatively novel intelligent models,for the first time to develop accurate models to estimate the formation damage during awaterflooding operation in terms of damaged permeability.

کلمات کلیدی:
Water-Flooding, SVM , Permeability ,Mineral scaling , Formation damage

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1905075/