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Keywords: optimization
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Proceedings Papers
Streamlining and Automating Drilling Fluids Advisory System with an End-To-End Machine Learning Pipeline
Available to PurchaseF. Abdul Razak, S. Postovalov, A. Knizhnik, T. Luu, A. Krishnan, R. Ettehadi Osgouei, C. Thompson, V. Valtysson
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, April 21–23, 2025
Paper Number: SPE-224453-MS
... ABSTRACT The Drilling Fluid Advisory System is a decision support tool that optimizes and recommends the amounts of additives that needs to be added to the drilling fluid to achieve desired properties in real time. This article presents an automated end-to-end pipeline that was used to prepare...
Proceedings Papers
Physics-Informed Graph Connected Element Model for Reservoir Connectivity Identification and Production Forecasting in CO 2 -EOR
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, April 21–23, 2025
Paper Number: SPE-224521-MS
... physical behaviors. Additionally, transmissibility predictions from PINN-GCEM were consistent with CEM history-matched results, highlighting its reliability for reconstructing connectivity fields. These findings demonstrate the framework's potential for optimizing CO 2 injection strategies and production...
Proceedings Papers
Leveraging Artificial Intelligence Models for Enhanced Operational Efficiency in the Oil & Gas Industry: Driving Production, Safety, and Cost Optimization
Available to PurchaseR. Aljarwan, M. Alshehhi, M. Khammo, A. Obedkov, M. Alamri, M. Alhebshi, H. Alnuaimi, A. Hassan, H. Almansoori, A. Bayramkulyev, V. Sitnikov, M. Yazmyradov, S. Ismayilov, H. Zubari, A. Alhashemi, K. Almaeeni, A. Alsharif
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, April 21–23, 2025
Paper Number: SPE-224472-MS
... Abstract The oil and gas industry is undergoing and experiencing a significant transformation via the integration of Artificial Intelligence (AI) technologies. AI models are pivotal in improving operational efficiency, enhancing safety measures, and optimizing costs in upstream, midstream...
Proceedings Papers
Optimization of Injection-Production Methods Based on Improved Genetic Algorithm and Automated Simulation with ECLIPSE
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, April 21–23, 2025
Paper Number: SPE-224568-MS
... Abstract The optimization of injection-production methods plays a crucial role in enhancing the efficiency and economic benefits of oil reservoir development. Traditional adjustments of injection-production parameters and methods primarily rely on manual tuning, which is cumbersome, time...
Proceedings Papers
Maximizing Reservoir Contact While Minimizing Impact of Water Encroachment in Deviated Wells Using Ultradeep Resistivity Reservoir Mapping Tools- A Case Study from an Offshore Field in Abu Dhabi
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, April 21–23, 2025
Paper Number: SPE-224700-MS
... The development producer wells achieved better production performance than expected because of the optimal well placement and completion strategies. Conclusions Geosteering of highly deviated oil producer wells achieved the maximum oil recovery in the field with support of the Ultra Deep...
Proceedings Papers
Maximizing Employee Potential Through Continuous Development in Technical Teams
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, April 21–23, 2025
Paper Number: SPE-224754-MS
... and financial performance optimization. This novel framework establishes a scalable, digital-first approach to workforce development, ensuring long-term organizational efficiency, cost reductions, and enhanced well performance. The findings advocate for the widespread adoption of Continuous Development...
Proceedings Papers
Innovative Ai-Driven Field Development Planning: A Case Study in a Giant GOS Field Utilizing a Top-Down Modeling Approach
Available to PurchaseMahmoud Mahran Abudooh, Shahin Negahban, Nael Salah Ibrahim, Alaa Hassan, Ahmed Adel, Mohamed Gamil Aboelhassan, Shahab Mohaghegh, Amir Ansari, Mehrdad Zamirian, Dennis Chamberlain
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, April 21–23, 2025
Paper Number: SPE-224742-MS
... Abstract The Gulf of Suez Petroleum Company (GUPCO), which has been overseeing mature offshore oil fields in Egypt since the late 1960s, seeks to harness advanced artificial intelligence (AI) technologies to optimize the management of its extensive field data. This initiative is centered...
Proceedings Papers
The ESG Path to Low-Carbon Footprint: Recommended Practices and Lessons Learnt from Electrifying Recovery of the Giant Shale-Gas Basin in China
Available to PurchaseZheng Tong, Shaolin Zhang, Shuai Li, Xiaoqi Wang, Zhigang Zhang, Ran Wei, Xinzhong Wang, Qiang Sun, Dingwei Weng
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219111-MS
... application substation recovery complex reservoir shale gas mudstone sichuan basin operator proportion optimization mudrock operation electricity machine learning drilling rig china technology conference generator Introduction Natural gas, as an important low-carbon and transitional...
Proceedings Papers
Three-Pressure Prediction Method for Formation Based on Xgboost-gnn Hybrid Model
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219095-MS
... Abstract Accurate prediction of Three-Pressure data in geological formations can assist in determining drilling fluid design, wellbore stability assessment, and optimization of drilling parameters, thereby reducing the probability of drilling risks. Conventional methods for predicting triplet...
Proceedings Papers
Integrated Production System Modelling for Debottleneck Solutions and Enhancing Gas Recovery
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219104-MS
... optimization. Results, Observations, Conclusions This paper reproduced and digitalize entire tight gas production system through integrated production modeling (IPM), expanded the physics, algorithms and workflow how to pinpoint bottleneck issues of high backpressure in the complicated, dynamic...
Proceedings Papers
Novel Approach to Stimulation Design Optimization for Ultra-Deep, 200°C Temperature Formations: A Case Study in Kunteyi Block
Available to PurchaseTengfei Hou, Hai Lin, Xi Wu, Xiaolu Wang, Zhanchun Li, Shiling Zhang, Shengli Feng, Yang Zhang, Yong Liu, Litao Shang, Haoli Bai
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219135-MS
... drilling bit selection. This approach, combined with rock mechanics parameters, facilitates the identification of optimal cluster locations. Key construction parameters like inter-stage spacing, perforation cluster number and hole count, measure displacement, and fluid volume were further refined through...
Proceedings Papers
AI-Driven Green Optimization in Well Construction: Carbon Emission Management Through Technical Limit Performance Benchmarking
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219214-MS
... operational efficiency is crucial for reducing overall emissions and combating climate change. Therefore, recognizing more efficient approaches and solutions with reduced carbon footprints is essential in creating future business continuity. This paper presents the application of machine learning optimization...
Proceedings Papers
Navigating the Challenges for Brownfield Development Thru Application of Multi-Zone Single Trip Tool in Complex Well Architecture
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219280-MS
... than 200 strings in place, drilling and completing a new well in the area is a great challenge. Navigating through the complex well design, team has taken the challenge to complete the well with cheapest cost, in short, execution optimization is required while not compromising the well productivity...
Proceedings Papers
An Innovative Well Design that Eliminated One Complete Hole Section, Resulting in 6-Day Savings Per Well
Available to PurchaseRohit Agarwal, Sarvodaya Bansal, Ahmed Alismail, Daniel Paz, Jesus Levario, Mauricio Corona, Mustafa Almuallim
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219157-MS
... from the reservoir. This optimization has resulted in a time saving of 6 days which enabled the well under study to set a record as the fastest well delivered in this category. This concept has been adopted in consecutive wells and is emerging as a new standard for the specific type of well...
Proceedings Papers
Decarbonization of Gas Oil Separation Plants Through Automated Energy Balance
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219195-MS
... Abstract In alignment with our commitment to decarbonization and sustainability, we prioritize energy optimization initiatives that continuously monitor and improve the energy efficiency of our assets. At Gas Oil Separation Plants, the primary assets identified as Significant Energy Users...
Proceedings Papers
Innovative Modeling Maximizes Value from Smart Well Completion
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219333-MS
... Abstract The objective of this paper is to optimize the production contributions of each lateral in oil wells using smart well completion (SWC). This includes enhancing sweep efficiency, increasing oil production, and minimizing water production. The paper also aims to address the challenges...
Proceedings Papers
Breaking Barriers: Drilling 10,000 Ft Wells in Record Time
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219325-MS
.... This multifaceted approach not only optimized performance but also underscored the commitment to continual improvement, establishing a noteworthy standard in the realm of well engineering, with a focus on achieving excellence in every facet of the process. In surmounting challenges spanning drilling fluid...
Proceedings Papers
Pre-Drilling Pore Pressure Prediction Technique Based on High-Quality OBN Seismic Velocity and its Application in K Oilfield
Available to PurchaseChen Xin, Mourad Khdhaouria, Lamia Rouis, Qingfeng Huang, Lv Xiaolin, Zhao Min, Li Xiaoliang, Xiao Dengyi, Qi Qunli, Yu Wenwen, Liu Qiang, Hu Xin, Huang Kongzhi
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219307-MS
... Abstract Pre-drilling pore pressure prediction based on seismic velocity is a critical step in the oil and gas industry to ensure drilling safety and optimize well construction. However, due to the limit resolution of the seismic data, the pore pressure prediction result is not good enough...
Proceedings Papers
Digital Oilfield Transformational Impact on Mature Field Productivity, Efficiency & Profitability. Mature Offshore Gas Lift Field Showcase
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219358-MS
... digital was adopted and various digitalization projects are being deployed to allow remote monitoring & Control of gas lifted wells. which suggest several values ; Productivity : Digital oil field supported production optimization by optimum lift gas utilization giving more room for reactivation...
Proceedings Papers
Calculation of Production Back Allocation Using Machine Learning Algorithms
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the GOTECH, May 7–9, 2024
Paper Number: SPE-219392-MS
... for improved decision-making related to reservoir management, well diagnostics, and cost optimization. The utilization of ML for back allocation holds considerable promise for boosting operational efficiency and profitability in oil and gas production systems. Looking ahead, further research will seek to apply...
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