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Keywords: interpretation
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Proceedings Papers
Unlocking the Potential of AI in Revolutionizing the Seismic-Driven Subsurface Workflows
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222114-MS
... that substantially reduces the total turnaround time, by minimizing the QC process that usually requires significant user interaction. The second solution is automatic salt body interpretation for seismic imaging, which uses innovative DL models and latest computation resources to eliminate the costly horizon-based...
Proceedings Papers
Advancing Geoscience with Multi-Modal AI: A Comprehensive Copilot
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222053-MS
... these limitations by creating a comprehensive, integrated system capable of processing and analyzing diverse geoscience data types. This extension aims to enable seamless interaction between users and their geoscience projects (including but not limited to seismic processing, interpretation and well data analysis...
Proceedings Papers
Mapping of Karst Using Deep Learning Method: A Case Study in Central Luconia, Sarawak
Available to PurchaseN. N. Anis Amalina, N. M. Hassan, S. N. Fathiyah Jamaludin, Nurul Fatin Izzatie Salman, Ismailalwali Babikir, M. Fahmi Mat Daud
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222097-MS
...Introduction Abstract This study focuses on leveraging deep learning method, specifically Convolutional Neural Network (CNN), to enhance seismic data interpretation for mapping karst bodies in Central Luconia carbonate platform, offshore Sarawak, Malaysia. The research aims to improve...
Proceedings Papers
Enhanced Vuggy Zone Recognition Through Merging AI-based Borehole Image Interpretation
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222105-MS
... Abstract Recognizing vuggy zones in borehole imaging (BHI) presents significant challenges due to the intricate and heterogeneous nature of these geological features ( fig.1 ). Traditional methods, which often rely heavily on subjective visual interpretation of BHI data, are prone...
Proceedings Papers
The Method of Mapping and Calculation of the Changes in Pressure and Saturation in Producing Reservoirs Using Time-Lapse Seismic Data
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221832-MS
... ( ρ ρ o ) c ] , Some previous studies have also been undertaken at Enfield field, where high-pressure water-injection assisted production, and where our method is tested. Two studies and the interpretation by operator (Woodside Energy) of this field are of particular...
Proceedings Papers
A Multi Modal Geologist Copilot GeoCopilot: Generative AI with Reality Augmented Generation for Automated and Explained Lithology Interpretation While Drilling
Available to PurchaseM. V. G. Jacinto, L. H. L. de Oliveira, T. C. Rodrigues, G. C. de Medeiros, D. R. Medeiros, M. A. Silva, L. C. de Montalvão, M. Gonzalez, R. V. de Almeida
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221864-MS
... In well drilling operations, the rapid interpretation of geological data is crucial for optimizing drilling processes, ensuring safety, and understanding the characteristics of geological formations and reservoir fluids ( Blue et al., 2019 ). Traditionally, these analyses depend on cuttings...
Proceedings Papers
Using WAG Laboratory Data to Derisk Water Injection at the Gas-Oil Contact on a Giant Offshore Field
Available to PurchaseMarcel Bourgeois, Bauyrzhan Satken, Praffula Goyal, Shaima Saeed Al Eissaee, Christophe Cottin, Elyes Draoui
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-221899-MS
... be interpreted by hysteresis affecting also the water phase, and can be explained logically by water being the least wetting phase in an oil-wet near-miscible environment. This mechanism may be of importance, as it may stabilize the updip water fence if water injection rates are reduced. geologist...
Proceedings Papers
Imran Khan, Iftikhar Ali, Muhammad Ameer Nawaz Malik, Shamshad Akhtar, Shakeel Ahmad, Khurram Shahzad, Khadim Hussain, Mahmood Khan, Aatef Badshah
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222464-MS
... E&P companies, researchers, and academic institutions have implemented a variety of methods and techniques to identify surface and sub-surface fractures and faults and their characteristics for better well placement (e.g., field mapping, well data interpretation, core and well-cutting sample...
Proceedings Papers
Integrating Seismic and Well Data for Cementation Limit Determination: A Case Study in the Upper Arab D Reservoir, Sour Gas Field in the SW of Abu Dhabi, United Arab Emirates
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222518-MS
... by employing a scientific method that includes data interpretation, attribute analysis, and reservoir characterization to minimize uncertainties. The results demonstrate the value of this methodology, providing a fuller understanding of reservoir heterogeneity (porous and cemented rocks) and enabling reduced...
Proceedings Papers
Amalgamating Biosteering and Productivity Index Trend Analysis on the First Underbalanced Coiled Tubing Drilling (UBCTD) Injector Well in the Middle East to Improve Well Performance in Real-Time
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222415-MS
... recrystallization, replacing original depositional facies and microfossils, complicating environmental interpretation. Core samples from a nearby well indicated shell debris-rich packstone/grainstone with rudist remains, suggesting a transitional back-barrier setting. A notable erosional environment separates...
Proceedings Papers
Development Design of Midland Basin Edge Using Measurements and Modeling
Available to PurchaseRaj Malpani, Shelby L. Lyons, Satish Kumar D., Ankit Bhatnagar, Divyanshu Bhatt, Hussain Tahir, Gerhard Heij, Sean Every, Cucha Lopez, Libby Felts, Holger A. Meier
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222947-MS
... and production phases. Interpretation of the acquired data, coupled with integrated fracture and reservoir models, enabled rigorous testing/validation of development choices. Fracture sequence and completion intensity has been observed to refine well spacing and target benches. This paper covers the integrated...
Proceedings Papers
A Comprehensive Approach for Understanding Borehole Failure Mechanisms in Horizontal Wells - A Case Study from the Norwegian North Sea
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222955-MS
... and supervised rock typing and rock physics from conventional log data; 2) deep resistivity inversion interpretation for identification of sub-seismic faults zones; 3) conducting XRD analysis to differentiate mineralogical compositions of various mudstones; 4) employing image texture analysis to find features...
Proceedings Papers
Advancement in Seismic Data Conditioning Using Tailored Deep Neural Networks
Available to PurchaseMujeeb Oke, Hesham Hasan, Hiren Maniar, Georges Assaf, Tao Zhao, Aria Abubakar, Houcine Ben Jeddou, Chakib Kada Kloucha, Hussein Mustapha
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222977-MS
... process, allowing interpreters to focus on analysis and interpretation rather than data preparation. Results The application of the AI-based seismic conditioning methodology has led to remarkable enhancements in seismic data quality. Notably, the process has significantly reduced noise, resulting...
Proceedings Papers
Integrated Multi-Physics Approach for Synthetic Core Derivation and Water Influx Mitigation Using 3D Far Field Sonic in Offshore Carbonate Reservoir
Available to PurchaseKhaled Saleh, Amr Hegazy, Emad Abdel Hakim, Radhika Patro, Syed Aaquib Hussain, Mahmoud Galal, Mrinal Sinha
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-223007-MS
... Abstract Interpreting older-generation coarse-resolution seismic data posed challenges in accurately assessing the subsurface in the presence of highly high-velocity layers. Significant variations in production rates were noted among key wells drilled in the Field under study, based solely...
Proceedings Papers
High-Resolution Sequence Stratigraphy of Upper Shuaiba Member Aptian 5, Lower Cretaceous, In the Southeast of United Arab Emirates
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-223027-MS
... above, are interpreted depending on how the seismic reflections behave (e.g., Fig. 6 ) where applicable; otherwise, the bounding surfaces are inferred following an interpretation technique proposed by Zeng et al. (2019) . The present study also makes use of a merged seismic-amplitude map covering...
Proceedings Papers
Application of Self-Supervised Autonomous Agent Framework for Digital Transformation of Elder Well Potentials Discovery
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-223028-MS
...; In addition, there is less help for interpretability, which reduces the confidence of industrial users in generated content and is not conductive to continuous improvement ( Chen et al. 2024 ). An illustrative instance showcasing the fundamental operational flow of the CISFA framework in managing...
Proceedings Papers
Detailed Regional Seismic Sequence Stratigraphy and Clinoforms Characterization of the Early Cretaceous Lower Habshan Prograding System in Onshore UAE
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-223054-MS
... to uncover potential opportunities within the UAE. It offers a comprehensive regional well and seismic based synthesis of the lower Habshan Formation, encompassing nearly all eastern onshore areas of Abu Dhabi. It leverages new interpretations from the latest mega 3D seismic data, various seismic attribute...
Proceedings Papers
Reducing Structural Uncertainty and Maximizing Reservoir Contact Through Precise Mapping of 8 Minor Faults Using Advanced Deep Reservoir Mapping Solutions, A Case Study from Onshore Abu Dhabi
Available to PurchaseWael Fares, Sami Shehab, Salman Al Marzouqi, Saeed Al Menhali, Muhammad Aftab, Mohamed Bazuhair, Saleh Al Sayari, Muhammad Rizky Amin, Vinda Manurung, Ashrakat Reda, Muhamamd Mubeen
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222944-MS
... to the geologic environment showing optimum reservoir properties. Along the well trajectory, the changes in the resistivity around the wellbore were successfully mapped and promptly interpreted by real-time deep-azimuthal-resistivity 1D inversion, providing the confirmation of well position and formation dip...
Proceedings Papers
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222247-MS
... the importance of understanding the geological challenges addressed by fault zones, and necessity of integrating different disciplines to optimize drilling, well placement, formation evaluation and completion operations. This work demonstrates the role of in-depth, refined data interpretation and integration...
Proceedings Papers
A Tale of Three DST: Evolution of operational and interpretation strategies to characterize a complex, HPHT, offshore carbonate gas reservoir
Available to PurchaseJ. Hemaprasertsuk, P. Bandyopadhyay, M. K. Hamdan, P. Akarapipatkul, K. Chayraksa, K. Vattanapornpirom, B. S. Chia, T. Worawutthichanyakul
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222283-MS
... characterize the reservoir before proceeding to development. This paper presents the unique challenges faced with both operation and Pressure Transient Analysis (PTA) interpretation, and how the techniques and strategies were refined during this period to achieve an adequate level of reservoir assessment which...
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