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Keywords: artificial intelligence
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Proceedings Papers
Dynamic Response Modeling in Underground Hydrogen Storage Using a Fourier-Integrated Hybrid Neural Framework
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24670-MS
.... fluid dynamics natural gas storage artificial intelligence underground hydrogen storage f-ihnf prediction geologist neural network machine learning hydrogen injection time step geology flow in porous media prediction fourier-integrated hybrid neural framework deep learning modeling...
Proceedings Papers
Formation-Dependent Tectonic Lateral Strain Calibration for CCUS Operations Applying Microfrac Tests
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24673-MS
... and downhole pressure for safe and contained carbon sequestration and storage. geologist structural geology drillstem/well testing wellbore design drillstem testing horizontal stress wellbore integrity sedimentary rock clastic rock complex reservoir subsurface storage artificial intelligence...
Proceedings Papers
Scale-Up Journey on Advanced Rig Mechanized Automation (RMA) for Autonomous Drilling Operation in Offshore Peninsula Malaysia
Available to PurchaseM. H Makri, M. I. Amiruddin, M. N. Bohro, M. A Mokhti, Q. Mohamed, N. Mat Noh, M. Kereshanan, K. Abdul Rashid, S. Ting, C. Cheng, N. Panwar, A. Armani, R. Malek
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24680-MS
.... The Intelligent Rig Control System enables off-bottom automation workflows and integration of additional systems. The on-bottom drilling system focuses on Rate of Penetration (ROP) optimization using advanced Artificial Intelligence (AI) models, shock and vibration mitigation and closed loop control...
Proceedings Papers
Embracing Greenfield Uncertainties Through Tailored-Made Assisted History Matching Approach
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24687-MS
... geology geologist optimization problem evolutionary algorithm high case pressure data gas lift artificial intelligence modeling & simulation objective function mismatch function presented uncertain parameter embracing greenfield uncertainty production data machine learning variant case...
Proceedings Papers
Subsurface & Surface Optimization Helps to Extend the Field Life with Significant Contribution to Production Sustainability from Mature Gas Field through Integrated Asset Modeling
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24698-EA
... simulations that will further add ~6% incremental volume. geologist artificial intelligence asset and portfolio management geology reservoir surveillance production rate production control optimization problem reservoir pressure compressor operational efficiency iptc-24698-ea liquid loading...
Proceedings Papers
A New Approach for Hydraulic Fractures Modelling Using Discrete Fracture Network (DFN)
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24699-EA
... small. The new approach has been successfully used for a template model and the runtime enhanced by 10 times faster compared to reference solution which has a big effect on the modeling of unconventional reservoir in the future. fluid dynamics complex reservoir equation of state artificial...
Proceedings Papers
Enabling Collaboration and Empowering Data-Driven Decisions for Well Interventions Through the Adoption of a Fully Integrated, Cloud-Based Data Delivery Platform
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24704-MS
... of cloud-hosted data services. geology information management wellbore integrity production control geologist production logging well logging production monitoring wellbore design artificial intelligence cloud computing knowledge management dataset provider service provider operator...
Proceedings Papers
Complex Risk Assessment of Offset Wells Using Cognitive Analysis
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24705-MS
... artificial intelligence wellbore design text processing machine learning wellbore integrity information pipe delineation circulation knowledge management tight spot hazard hazard sequence side track cognitive analysis activity sequence activity description log multi-activity analysis...
Proceedings Papers
Use of Natural Language Processing and Computer Vision in Deep Learning for Equipment Failure Investigation on Drilling Tools
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24706-MS
... keyword natural language incident information electronic board artificial intelligence incident classification computer vision category textual information natural language processing investigation analysis extraction nlp ga industry incident investigation analysis detection text...
Proceedings Papers
Intelligent Identification of Formation Lithology While Drilling
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24708-MS
... identification result artificial intelligence machine learning algorithm linear kernel function kernel function accuracy identification result dimension reduction gaussian kernel function shale sedimentary rock mudrock mudstone identification accuracy formation lithology sandstone polynomial...
Proceedings Papers
Adopting Hybrid Cloud Architecture to Enhance Bohai Digital Oilfield
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24714-EA
... but also offers valuable experience and suggestions for the construction of intelligent oil field platforms. geology geologist cloud architecture reservoir geomechanics hybrid cloud architecture cloud computing artificial intelligence geological subdiscipline real time system asset...
Proceedings Papers
Revolutionising Pad Trajectory Design: An Innovative Algorithm for Enhanced Design Efficiency and Quality
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24720-MS
... operation while maximizing the return of investment. trajectory design optimization problem well planning artificial intelligence joint point machine learning evolutionary algorithm surface location pad design collision risk drilling operation trajectory constraint severity...
Proceedings Papers
Optimization of Inflow Control Device Completion Design Using Metaheuristic Algorithms and Supervised Machine Learning Surrogate
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24725-MS
... and incorporation of operational constraints to further advance this field. geology geologist optimization problem evolutionary algorithm optimizer icd configuration surrogate model npv optimization approach reservoir simulation rmse evaluation artificial intelligence completion monitoring...
Proceedings Papers
A Novel Approach to Chasing the West Balingian Miocene Channelized Reservoir in the R Field Offshore of Sarawak
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24727-EA
... structural geology continental environment reservoir characterization seismic inversion sedimentology artificial intelligence reservoir geological subdiscipline interpretation well placement sedimentary geology well data fluvial environment sand distribution seismic data probability cube rock...
Proceedings Papers
Optimizing Mature Gas Fields with Hybrid Models – Case Study and Value Analysis
Available to PurchaseVarad Sabharwal, Prithvi Singh Chauhan, Zhenyu Guo, Meher Ravuri, Sathish Sankaran, Rahul Shrivastava, David Marques Sanchez-Ocana, Thi Nguyen
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24730-MS
...-driven methods with our understanding of physics. inflow performance gas well deliquification optimization productivity decline drillstem testing artificial intelligence workflow optimization problem well performance scenario drillstem/well testing asset and portfolio management liquid...
Proceedings Papers
Improvement of Well Positioning Using Multi-Attributes as Principal Tools for Lithology Prediction and Reservoir Characterization: A Malaysia X Field Case Study
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24733-EA
... characteristics in the gaps between wells, leading to a more comprehensive understanding of the subsurface. geologist artificial intelligence rock type information management reservoir characterization machine learning estimation stratigraphy seismic data acoustic impedance structural geology...
Proceedings Papers
Enhance Well Mastering with Machine Learning-Based Entity Matching
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24735-MS
... and F1 scores. dataset data source threshold adaptability machine learning entity matching well entity matching artificial intelligence active learning well data variation training data international petroleum technology conference ml model precision similarity well name similarity...
Proceedings Papers
Monetising the Forgotten Oil With Machine Learning Assisted Rock Typing In A Giant Brown Field
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24747-MS
... zones were completed as additional upside, resulting in the well delivering more than double its promised production rate. rock type geology geologist artificial intelligence machine learning reservoir characterization permeability log permeability fzi rock type depofacies well logging...
Proceedings Papers
A Total Optimization Drilling System Approach Delivering a Critical Build-Up Section in the Middle East
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24749-MS
... in challenging drilling environments. sedimentary rock geologist drilling fluid formulation carbonate rock annular pressure drilling wellbore design complex reservoir rock type artificial intelligence carbonate reservoir geology drilling operation well planning trajectory design international...
Proceedings Papers
A Novel AI-Based iGOR Technology for Real-Time GOR Control: A Case Study Pilot Plan for an Enhanced Oil Rim Reservoir Management
Available to PurchaseAhmad Khanifar, Sai Ravindra Panuganti, M Imran Iskandar B Ibrahim, Mohamad Nazli Sabri, M Irsyaduddin B Rozali, Aqil M Yusof, Eghbal Motaei, Maung Maung Myo Thant
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24751-EA
... constraints, particularly when gas handling capacity is limited. This paper presents the results of an Artificial Intelligence-Based High GOR Well Control (iGOR) technology, which was piloted in an oil rim reservoir. The reservoir currently contends with production constraints arising from numerous high GOR...
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