Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1306/06222119083 |
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
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ISSN | 0149-1423 |
EISSN | 1558-9153 |
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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