Fracture detection using conventional well logging in carbonate Matulla Formation, Geisum oil field, southern Gulf of Suez, Egypt
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Petroleum Exploration and Production Technology"
DOI: 10.1007/s13202-017-0343-1
Abstract: The non-availability of the advanced tools such as FMI and Borehole Televiewer has led to the use of conventional well logging methods in the examination of potential fractures and ultimately help in reservoir characterization and… read more here.
Keywords: fracture; well logging; conventional well; matulla formation ... See more keywords
Prediction of total organic carbon at Rumaila oil field, Southern Iraq using conventional well logs and machine learning algorithms
Sign Up to like & getrecommendations! Published in 2020 at "Marine and Petroleum Geology"
DOI: 10.1016/j.marpetgeo.2020.104347
Abstract: Abstract Total organic carbon (TOC) is an important parameter for assessing the hydrocarbon potential of source rocks. The standard method for analysis of TOC is the Rock-Eval pyrolysis on cutting and core samples. The coring… read more here.
Keywords: well logs; organic carbon; machine learning; conventional well ... See more keywords
A Deep Learning Object Detection Method for Fracture Identification Using Conventional Well Logs
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2024.3427364
Abstract: Reservoir characterization struggles with identifying fractures, a typical imbalance classification problem. To handle this issue, a novel approach called fracture identification by sliding windows and you only look once (YOLO) (FISY) is proposed. FISY utilizes… read more here.
Keywords: fracture identification; conventional well; object detection; identification ... See more keywords