Arid
DOI10.1306/06222119083
Identification and distribution of hydraulic flow units of heterogeneous reservoir in Obaiyed gas field, Western Desert, Egypt: A case study
Kassab, Mohamed A.; Elgibaly, Ahmed; Abbas, Ali; Mabrouk, Ibrahim
通讯作者Kassab, MA (corresponding author), Egyptian Petr Res Inst EPRI, Dept Explorat, Cairo, Egypt.
来源期刊AAPG BULLETIN
ISSN0149-1423
EISSN1558-9153
出版年2021
卷号105期号:12页码:2405-2424
英文摘要This study demonstrates the use of neural networks in predicting hydraulic flow units depends on integrating well logs, routine core data, and minerals analysis by using x-ray diffraction analysis and scanning electron microscopy, to overcome the reservoir heterogeneity in Obaiyed field, Western Desert, Egypt. For this purpose, well-log and core data from five wells (D10, D13, OBA J14-2, OBA 2-3, and D7A) in Obaiyed gas field (Jurassic Lower Safa reservoir [Khatatba Formation]) were used. Electrofacies model indexed and probabilized self-organizing map was built using suite of well logs analyzed into their principal components as the model input along with the rock typing data derived from the cores as the model learning. This model was built using an artificial neural network on which the learning and the validation were performed on cored wells. Connect x-ray diffraction analysis data result and that from the electrofacies model to assess the clay occurrence in each hydraulic flow unit, which showed a very high impact on the reservoir permeability. Using cored well data covering various reservoir properties, the reservoir can be divided into different hydraulic flow units.
类型Article
语种英语
收录类别SCI-E
WOS记录号WOS:000722897100003
WOS关键词JURASSIC SYSTEM ; NORTHERN EGYPT ; GULF ; SUEZ ; ROCKS
WOS类目Geosciences, Multidisciplinary
WOS研究方向Geology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/374020
作者单位[Kassab, Mohamed A.] Egyptian Petr Res Inst EPRI, Dept Explorat, Cairo, Egypt; [Elgibaly, Ahmed] Suez Univ, Fac Petr & Min Engn, Petr Engn Dept, Suez, Egypt; [Abbas, Ali] Suez Univ, Fac Petr & Min Engn, Geol & Geophys Engn Dept, Geophys, Suez, Egypt; [Mabrouk, Ibrahim] Badr El Din Petr Co, Cairo, Egypt
推荐引用方式
GB/T 7714
Kassab, Mohamed A.,Elgibaly, Ahmed,Abbas, Ali,et al. Identification and distribution of hydraulic flow units of heterogeneous reservoir in Obaiyed gas field, Western Desert, Egypt: A case study[J],2021,105(12):2405-2424.
APA Kassab, Mohamed A.,Elgibaly, Ahmed,Abbas, Ali,&Mabrouk, Ibrahim.(2021).Identification and distribution of hydraulic flow units of heterogeneous reservoir in Obaiyed gas field, Western Desert, Egypt: A case study.AAPG BULLETIN,105(12),2405-2424.
MLA Kassab, Mohamed A.,et al."Identification and distribution of hydraulic flow units of heterogeneous reservoir in Obaiyed gas field, Western Desert, Egypt: A case study".AAPG BULLETIN 105.12(2021):2405-2424.
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