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Proceedings Papers
International Petroleum Technology Conference
February 21–23, 2022
Riyadh, Saudi Arabia
ISBN:
978-1-61399-833-5
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Day 3 Wed, February 23, 2022
Zero Flaring and Emissions Detection
Pipeline Leak Detection Combining Machine Learning, Data Assimilation Approaches and Pipeline Fluid Flow Physics Models
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22469-EA
Reservoir Formation Evaluation 2
Reservoir Characterization for Isolated Porosity from Multi-Frequency Dielectric Measurements
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22424-MS
Integrated Approach for Formation Water Salinity Determination
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22548-EA
Analysis of the Effect of Geomechanical Stress on the Acoustic Response of Anisotropic Rocks
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22321-EA
Connection Between Wettability and NMR-Detected Isotherms
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22408-EA
Reservoir Characterisation of Emerging Unconventional Plays 2
The Impact of Horizontal Bedding Plane Fractures on Reservoir Fluid Production in Shale Oil Plays with High Pore Pressure
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22213-MS
Optimization of NMR Permeability Transform and Application to a Source Rock Reservoir
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22195-EA
Exploration Frontiers: From Source to Trap
Improved Understanding of Hydrocarbon Expulsion and Associated Fracturing During Successive Stages of Maturation: Insights from the Artificial Maturation of Organic-Rich, Immature to Early Mature Source Rocks
Israa S. Abu-Mahfouz; Garri Gaus; Sebastian Grohmann; Jop Klaver; Joe Cartwright; Erdem Idiz; Ralf Littke; Janos L. Urai; Tadeusz Patzek; Volker Vahrenkamp
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21895-MS
The Ionian-Crete Basin: Is this the Next Frontier?
Farisa M. Zaffa; Amir Ayub; Shahram Sherkati; Nur Bakti M. Makhatar; Ahmad Fahrul Januri; Fariza M. Zanal; Ka Cheng Khor; Riaz Alai; Sharmizi A. Rahman; Tengku Mohd Shazwan Tengku Hassan; Soon Mun Chin; Sy Nur Ain Sy Khastudin; Farah Syafira Burhanuddin; King King Ting; Das Ranajit; Siti Saradila Abdul Razak; Nurazura A. Hamid; Johnson Timothy Edward
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21893-EA
Regional Depositional Systems and Basin Evolution
Controls on Reservoir Sand-Body Architecture: Modelling and Fluid Flow Simulation of Modern Analog, East Sudan
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21869-EA
Drilling and Completions in Challenging Environments 3
Longest 9 5/8" Casing Cementing in ERD Well, A Worldwide-Record
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22082-MS
Safest Available Technology to Reduce the Blowout Probability in High-H2S and High-Pressure Drilling and Completions Applications While Using a Surface BOP
Altynbek Kabdolov; Davide Feltracco; Ken Dupal; Reese Jones; Fabrizio Zausa; Gabriele Gandini; Alessandro Caia
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22152-MS
New Technologies in Drilling and Completions 1
First Successful Deployment of Nonmetallic Casing Strings: A Case History
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22660-MS
Implementation of Remote Activated Liner Shoe in UAE Onshore Wells - A Case Study
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22656-MS
Application of a Sustainable Cognitive Twin Solution for Drilling Hazard Avoidance and Optimization
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22160-MS
Project Management, Quality and Commissioning in Midstream Operations
The Contribution of Remote Factory Acceptance Test Towards Project's Schedule, Cost & Quality at Hawiyah Unayzah Gas Reservoir Storage
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22252-EA
Project Gradient - A Tool for Comparative Analysis and Potential Search
Nafisa Bazyleva; Artem Mozhchil; Lev Pashkevich; Irina Yanina; Oleg Skudar; Mikhail Pislegin; Fedor Gerasimov; Pavel Kozlovskii
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22447-MS
AI/Machine Learning: Reservoir Engineering
Extended Physics-Informed Neural Networks for Solving Fluid Flow Problems in Highly Heterogeneous Media
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22163-MS
Well Integrity, Intervention, and Surveillance 2
Sensor-Ball: Field Deployment of Autonomous and Untethered Surveillance
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22255-MS
Digital Solution to Extend the Life of Wells with Continuous Corrosion Monitoring Based on Machine Learning Algorithms
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22472-MS
Case Study: Lessons Learned in Attempting to Restore New Well Productivity Via Solid Propellant Technology and Dynamic Underbalance Stimulation
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22378-MS
Reservoir Engineering and Modelling
GPU-Enabled Scalable Multiscale Solver for Reservoir Simulation
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22024-MS
Carbon Capture, Utlization, and Storage (CCUS) 3
Improved CO2-Foam Properties and Flow Behavior by Hydrophobically Modified Polymers: Implications for Enhanced CO2 Storage and Oil Recovery
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22628-MS
Novel Promising Metal-Organic Framework for the Decarbonization of Oil and Gas Utilities Sector
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22418-EA
Novel and Emerging EOR Technologies
An Experimental Investigation of the Effect of Oil/Gas Composition on the Performance of Carbonated Water Injection CWI
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22522-MS
Experimental and Numerical Analysis of Thermal EOR Recovery Schemes for Extra-Heavy Oil of the Oykino-Altuninsky Uplift of the Romashkinskoye Oilfield
Anastasia Pituganova; Taofik Nassan; Mohd Amro; Ilgiz Minkhanov; Mikhail Varfolomeev; Alexander Bolotov
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22425-MS
Novel Mechanism Investigation during Development of Nanofluids to Improve Oil Recovery in Malaysian Oilfield
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22310-EA
Reservoir Production in Unconventional Resources
Estimation of Pressure-Dependent Permeability Modulus of Tight Sand Reservoir from Multiple Pressure Build-Ups and Its Impact on Production Forecast
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22494-MS
Unlocking Unconventional Production Optimization Opportunities Using Reduced Physics Models for Well Performance Analysis – Case Study
Sathish Sankaran; Diego Molinari; Hardik Zalavadia; Trevor Stoddard; Wenyue Sun; Gagan Singh; Chris James
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22493-MS
Higher-Order Derivatives of Production Rate and Convolutional Neural Network for Production Forecasts
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22486-MS
Advances in Seismic Data Processing 2
Improving the Imaging of Pre-Messinian Reservoirs in the East Mediterranean Sea, Offshore Egypt, Using Converted Wave Attenuation, Full-Waveform Inversion and Reflection Tomography
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21874-EA
Structural and Stratigraphic Influences on Reservoirs
Overpressure Modelling in High Pressure, High Temperature HP/HT Reservoirs: A Case Study Using Wells and Seismic from Field in Niger Delta
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21871-MS
Integration of Seismic Lithology Cube into Petroleum System Modelling: A Case Study from S-Field, Malaysia
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21872-EA
Complex Well Planning and Execution
One of a Kind BHA Design for ERD Wells in Bahrain
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22658-EA
Case Study: Single Well Design Targeting Three Water Bearing Formations
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21971-MS
Planning and Execution of MRC / ERD Well with Slim Lower Completion PPL in Al Nouf Field, Abu Dhabi, UAE
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21958-MS
Influence of Temperature Profile Modelling on the Accuracy of Hydraulic Parameters Estimation Effect of Temperature Profile Change Due to Continuous Drillstring Rotation
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22030-EA
Step Change to Enhance Drilling Efficiency in Extended Reach Wells Using Under Reaming While Drilling, a Worldwide Record
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22016-EA
AI/Machine Learning: Petrophysics
Residual Oil Saturation Estimation from Carbonate Rock Images Based on Direct Simulation and Machine Learning
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22096-MS
Out of Distribution Detection of Well Logs for AI-Assisted Formation Evaluation
Nikolay Stuov; Alexey Zaytsev; Leyla Ismailova; Dmitry Kovalev; Klemens Katterbauer; Alberto Marsala
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22097-MS
AI Driven Approach to Predict Sonic Response Utilizing Typical Formation Evaluation Logs
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22132-EA
Novel Technologies in Oil and Gas Processing
Review of Non-Metallic Pipelines in Oil & Gas Applications - Challenges & Way Forward
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22301-MS
Foams to Control Slugging Issues in Pipeline - From Lab to Simulation
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22235-MS
State of the Art Membrane Nitrogen Technology Enables Remote and Large-Volume Pipeline Leak Testing
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22367-EA
IR 4.0 Adoption and Scalability
Data Science Adoption and Operationalization in the O&G Industry: Challenges and Solutions
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22172-MS
An Integrated Digital Collaborative Work Environment for Drilling
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22546-EA
Production Optimisation Applications 2
Improved Sand Fill Cleanout Utilizing an Integrated Vacuuming System and Real-Time Monitoring in Horizontal Extended Reach Wells
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22344-MS
Autonomous Well Performance Troubleshooting; A Promising Data-Driven Application
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22398-MS
A New Approach to Estimate Friction Factor for Horizontal Wells from Production Logging Data
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22242-EA
Reservoir Monitoring and Surveillance
Enabling Well and Reservoir Surveillance in Dual Water Injectors Through Distributed Fiber-Optic Sensing
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21992-MS
In-Situ Oil Carbon Density Characterization for Enhanced Reservoir Saturation Monitoring Using Carbon-Oxygen Logs
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21976-MS
Multi Realization Simulation Technique Addresses Water Risk Assessment, Field Management and Field Development Plan with Optimum Recovery in a Complex Fractured Gas Condensate Reservoir
Elin Haryanto; Taha Ben Haoua; Agnes Dubois; Kassem Ghorayeb; Karim Slimani; Moussaoui Nacima; Anik Rachida; Zami Amine
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21963-MS
Achieving Reservoir Performance Excellence By Implementing Automated Sector Performance: Onshore Field Case Study
Maryvi Martinez Santiago; Shamma Al Shehhi; Sukilesh Anbalagan; Alaa Shbair; Firdaus Noordin; Dicky Trisnadi; Mustapha Adli; Krisna Surya
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21990-EA
Sustainable/Green Energy: Renewables, Geothermal and Gas Storage
Harvesting Geothermal Energy from Produced Reservoir Fluids Eliminates CO2 Emission from Production Facility Operations
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22313-EA
Modelling Potential Geological CO2 Storage Combined with CO2-Plume Geothermal CPG Energy Extraction in Switzerland
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22254-MS
Sustainable Water / Waste Management
Revamping Polymer Architecture for Optimized Fracturing Fluids in Fresh and Produced Water
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22434-MS
Unconventional Operational Efficiency—Innovative Solutions and Technology Implementation
Combining Machine Learning and Physics for Robust Optimization of Completion Design and Well Location of Unconventional Wells
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22214-MS
Novel Valve Condition Prognostic System for Digitally Enabled High-Pressure Pump Maintenance
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22220-EA
Managing Business Risk
Competitive Evaluation of Malaysia Enhanced Profitability Terms with Southeast Asia Fiscal Terms
Choong Heng Lim; Temmy Harianto Dharmadji; Azrin Kassim; Muhammad Usman Ul Haq Sethi; Muhammad Kamran Qureshi
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22162-MS
Artificial Intelligence and Machine Learning Used as an Enabler for Dynamic Risk Management
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22056-MS
Eradicating Biases and Establishing Consistency in Geological Chance of Success
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22594-MS
Velocity Modelling and Full Waveform Inversion
A Probabilistic Unified Depth Velocity Model and Associated Uncertainties Estimation Based on Bayesian Approach
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21898-EA
Integrated Seismic Processing and Geological Identification of the Late Eocene Reservoir Body in Lufeng Block, Pear River Mouth Basin
Li Li; Fujian Ma; Chao Xu; Lianlian Liu; Yaosen Wang; Rui Zeng; Zijing Gong; Donghai Liang; Dipanka Roy; Ramy Ahmed; Sachit Saumya
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21903-EA
Hydraulic Fracturing Best Practices
Multi-Lateral Jetting Technology Results in a 150% Uplift in Production During a Second Offshore Application in Abu Dhabi Offshore Field
Salman Farhan Nofal; Fazeel Ahmad; Dr. Ahmad Shmakhy; Zohaib Ghous Channa; Arlen Bolat Sarsekov; Yassar Goraya Inayat; Sundos Ibrahim Alabed; Manal I. Albeshr; Ahmed Mohammed Al Seiari; Wissam Chehabi; Thomas Jorgensen; Kirstian Solhaug; Rob Gill; Viljoen Duvenhage
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21959-EA
First Smart Liner Mono-Bore Completion in Giant Carbonate Reservoir in Abu Dhabi Provides New Opportunities for Tight Reservoirs Development
Ernesto Barragan; Alvaro Jimenez; Subba Ramarao; Kristian Mogensen; Ruben Albarracin; Fernando Quintero
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22043-MS
A Delayed In-Situ Generated Acid System to Enhance Carbonate Acidizing
Albert Bokkers; Rasoul Nazari Moghaddam; Koos Aaldering; Cees Kooijman; Amin Ameri; Szymon Jankowski
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21997-MS
Drilling and Completions Case Studies
Merging Buoyancy Technology and Low Friction Centralizers in Deploying a Long 9-5/8" Casing String: Case History of an Ultra Extended Reach Well
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22689-EA
How to Turn Over a Cemetery Well Section, into Efficient, Outperforming and Record Hole Size, in a Deep Gas Wells in the Middle East
Andres Nunez; Mauricio Corona; Brennan Goodkey; Gerardo Hernandez; Edwin Brahmanto; Carlos Finol; Raed Ghali; Mrityunjay Pandey; Sultan Alfaraedhi; Abdulrahman Abdulmajeed Gari; Fernando Marin
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22173-MS
Operational Excellence in Midstream Facilities
A Bypass by Any Name is Risky. Time for a Rethink?
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22358-MS
AI/Machine Learning: Geoscience
Segmentation of X-Ray Images of Rocks Using Supervoxels Over-Segmentation
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22131-MS
Machine Learning-Based Feature Importance Analysis of Seismic Attributes to Assist Fault Prediction
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22145-EA
Advancements in Coiled Tubing Intervention
Optimization of Nitrogen Lifting Operation in Horizontal Wells of Carbonate Formation
Usman Iftikhar Hashmi; Samuel Osisanya; Motiur Rahman; Bisweswar Ghosh; Maad Hasan Subaihi; Husam F. Bin Kuwair; Ahmed Fathy; Clement Afagwu; Mohamed Mahmoud
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22397-MS
Pre-Intervention for Multistage Frac Operation: Abrasive Perforation Challenges and Lessons Learnt
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22403-EA
Extending the Operational Limits to Target Mega Reach Interventions with Coiled Tubing: A study of the First 40,000 ft Long CT String Deployment Using Uniquely Engineered Energy Transportation Solutions
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22577-EA
Reservoir Simulation Approaches
Rigorous Multi-Variate Characterization and Modeling of Paleo Zone for Simulation Model History Matching under Reservoir Uncertainty
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22034-MS
A New Local-Global Upscaling Method for Flow Simulation in Naturally Fractured Reservoirs
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22048-MS
Sustainable Solutions and Energy-Efficient Designs/Systems
Solutions for Reduced Carbon Emissions and Advances In Power Generation
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22539-MS
Waste Management Control by Applying Novel Method for HPLC Technique to Replace SKALAR Cadmium Reduction Method for Nitrate and Nitrite in Water Analysis
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22291-EA
Reservoir Case Studies
Modeling Viscous Oil and Tar Mat Formation from Nanoscale to Macroscale
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22380-MS
Multi-Scale Karstic Reservoir Characterization: An Innovative Approach to Improve Reservoir Model Predictions and Decision Making
Antoine Haddad; Rodolphe Lathion; Simon Courgeon; Gilles Fabre; Vincent Martinuzzi; Sergio Pedraza; Louis Hauvette; Federico Games
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22253-MS
Study and Implement of the Large Amount Data Divided Time Transmission System Utilizing Microchip-Storage-Ball Release While Drilling
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22368-MS
Unconventional Midstream Operations and Facilities Management
Wettability of Shale/Oil/Brine Systems: A New Physicochemical and Imaging Approach
Ahmed Fathy; Muhammad Arif; Clement Afagwu; MD Motiur Rahman; Mujahid Ali; Stefan Iglauer; Nevin Mathew; Mohamed Mahmoud
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22177-MS
Geophysical Data Acquisition
Penta Source 3D Marine Acquisition in the Sarawak Basin, Malaysia
Chung Teck Law; Engku Ali Aminulhakim Engku M. Shukri; Sukhveender Singh Sukhdev Singh; Sarah, Suet Hoey Lim; Abdul Aziz Muhamad
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21887-EA
Oil and Gas Recovery Solutions 2
A Non-Intrusive Method Using Positively Induced Pressure Waves to Track Moving Objects Within Pipelines and Wellbores
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22246-MS
Improved Viscosity Model for Bitumen-Solvent Binary Mixtures
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22561-EA
New Technologies in Drilling and Completions 2
Integrated Pressure Activated Valve with Autonomous Inflow Control Valve Technology Minimizes the Deployment Risks in Challenging Well Control Conditions
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22079-MS
Qualifying Novel, Risk Reducing and Efficient Disruptive Definitive Dynamic Surveys in Middle Eastern Fields
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22080-EA
Fracturing and Stimulation 2
Formation Damage in the Hollín Sandstone: Diagnosis, Evaluation, and Stimulation Practices from Laboratory to Field Implementation, Sacha Field, Ecuador
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22543-MS
Rheological Optimization of CO2 Foamed Chelating Stimulation Fluids at High-Pressure, High-Temperature, and Salinity
Ahmed BinGhanim; Jawad Al-Darweesh; Murtada S. Aljawad; Xianmin Zhou; Muhammad S. Kamal; Zuhair AlYousif; Mohamed Mahmoud
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22485-MS
Optimizing Carbonate Acid Stimulation by Minimizing Acid Injection Volume with Selective Treatment Placement
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22489-EA
Digital Transformation in Midstream Operations
Computerized Performance Monitoring System for Turboexpander Brake Compressor
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22602-MS
Identification of Objects in Oilfield Infrastructure Using Engineering Diagram and Machine Learning Methods
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22467-EA
IR 4.0 Emerging Technologies 2
High Performance Software Computing Enables Accurate Downhole Pressure Predications for Gas Wells
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22608-MS
Digital Revolution Provides a Step Change in Efficiency for Core Testing and Reservoir Upscaling for Acid Treatments
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22098-MS
Utilizing Immersive Technology to Enhance Plant Operations and Speed Up Knowledge Transfer
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22134-EA
Real-Time Operations and Monitoring
Combining Physics and Machine Learning for Multimodal Virtual Flow Metering with Confidence
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22431-MS
Data-Driven Model for Measuring Hydraulic Fracturing Efficiency by Utilizing the Real-Time Treatment Data
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22384-MS
Advanced Multi-Physics Sensor Utilizing Molecular Fingerprinting for Production Logging Tool
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22350-MS
Knowledge Sharing ePoster - Station 1 - Wednesday,23 February 2022
Supercritical CO2 Recirculation in Reservoirs for Continuous Storage and Production of Renewable Energy
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22268-MS
Adding a New Lease of Life to a Sub-Hydrostatic Hydraulically Fractured Gas Well Using Coiled Tubing with Real-Time Telemetry
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22374-MS
A Novel Portland Cement for CO2 Sequestration by Nanoparticles
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22392-MS
Knowledge Sharing ePoster - Station 2 - Wednesday, 23 February 2022
Opportunities and Challenges of Steam Generation Using Renewable Energy for Enhanced Oil Recovery Applications: Concepts Overview
Idris Al Siyabi; Aiman Al Shukaili; Mustafa Al Ajmi; Rahima Mujaini; Moosa Al Amri; Ali Al Ghufaili; Marwa Al Harrasi; Bader Al Ma'Mari
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22370-MS
Knowledge Sharing ePoster - Station 3 - Wednesday, 23 February 2022
Innovative Technical Strategies in Natural Fracture Characterization for Well Placement: Case Study from Darajat Field, Indonesia
Jean Pierre Joonnekindt; Francisco Diaz; Russell Davies; Paul Hultzsch; Sri Mulyani; Rindu Intani; Fanji Putra; Meiyanto Meiyanto; Gregg Nordquist; Glenn Golla; Rich Gunderson
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22373-MS
A Data Driven Method to Predict and Restore Missing Well Head Flow Pressure
Ruijie Huang; Chenji Wei; Baozhu Li; Lihui Xiong; Jian Yang; Suwei Wu; Yan Gao; Shuangshuang Liu; Chenjun Zhang; Yuankeli Lou; Zhengzhong Li
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22063-MS
Knowledge Sharing ePoster - Station 4- Wednesday, 23 February 2022
Sustainable and Eco-Friendly Drilling Fluid Additives Development
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22455-MS
Efficient and Cost-Effective Casing Leak Detection Methodology on Offshore Oil Fields
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22574-MS
Knowledge Sharing ePoster - Station 5 - Wednesday, 23 February 2022
Estimation of the Static Young's Modulus for Sandstone Reservoirs Using Support Vector Regression
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22071-MS
Knowledge Sharing ePoster - Station 7 - Wednesday, 23 February 2022
Analytical and Numerical Assessment of Hydraulic Properties of 3D Partially-Open Rock Fractures
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22465-MS
An Efficient Methodology for Dynamic Multi-Objective Optimization of Water-Flooding Strategy
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22027-MS
Similarity Learning for Well Logs Prediction Using Machine Learning Algorithms
Alina Rogulina; Alexey Zaytsev; Leyla Ismailova; Dmitry Kovalev; Klemens Katterbauer; Alberto Marsala
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22067-MS
Knowledge Sharing ePoster - Station 9 - Wednesday, 23 February 2022
A Multidisciplinary Approach to Production Optimization through Hydraulic Fracturing Stimulation and Geomechanical Modelling in Clair Field
Liviu Dumitrache; Alistair Roy; Anastasia Bird; Baris Goktas; Claudia Sorgi; Reginald Stanley; Vincenzo De Gennaro; Edmund Eswein; Jonathan Abbott
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22293-MS
Comprehensive Study on Newly Developed Diffusion-Desorption Models Based on Knudsen and Langmuir Models in Tight Gas Reservoirs
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22197-MS
Knowledge Sharing ePoster - Station 10 - Wednesday, 23 February 2022
A Parameter Optimization Workflow of Fractured Horizontal Well in Unconventional Reservoir: Case Study
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22215-MS
Favorable Target Optimization for CO2 Flooding in Deep Block Sandstone Reservoir with Bottom Water: A Case Study of Northwest Oilfield M Reservoir
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22303-MS
Innovative In-Vessel Sand Removal Solution in Driving Cost Down for Brownfield Sand Management
Maung Maung Myo Thant; M Faizal Che Daud; M Taufik Mohd. Sallehud-Din; Tuan M Yusoff Tuan Mahmud; Tengku Zulfadzly T Aziz; Zainab Kayat
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22349-MS
Knowledge Sharing ePoster - Station 11 - Wednesday, 23 February 2022
SmartPoint Seismic Data Acquisition System
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22676-MS
A Novel Reservoir Forming Mechanism with Wax-Out Cryo Trapping
Yunyan Gan; Li Chen; Jinqing Zhang; Oliver C. Mullins; Zhenghe Yan; Ji Tian; Xiaofei Gao; Weihua Chen; Haizhang Yang; Jianrong Hao
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21918-MS
A Decision Tree Framework for Tracking CO2 Fronts in Carbonate Reservoirs from Deep Measurements Data
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22394-MS
Pressure Characteristics of Slug Flow in Horizontal Pipes
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22459-MS
Knowledge Sharing ePoster - Station 12 - Wednesday, 23 February 2022
Scrutinizing Wells Integrity for Determining Long-Term Fate of a CO2 Sequestration Project: An Improved and Rigorous Risk Assessment Strategy
Parimal Arjun Patil; Asyraf M Hamimi; M Azuan B Abu Bakar; Debasis Priyadarshan Das; Pankaj Kumar Tiwari; Prasanna Chidambaram; M Azran B. A. Jalil
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22348-MS
Knowledge Sharing ePoster - Station 13 - Wednesday, 23 February 2022
Integrated 2-Way Fully Coupled Reservoir Dynamic-Geomechanical Modelling Approach for CO2 Storage Risk Assessment in a Malaysian Carbonate Field
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22685-MS
New Concept of Adding Inflow Points Across ICDs in Horizontal Wells to Improve Oil Production Performance
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22688-MS
Knowledge Sharing ePoster - Station 15 - Wednesday, 23 February 2022
The Key Technologies of Ultra-Deep Hpht Horizontal Wells and Its Application in Shunbei Oilfield of SINOPEC
Binzhen Bai; Yijin Zeng; Xin Lu; Hongning Zhang; Zhifa Wang; Long Wang; Haobo Zhou; Eduardo David Gramajo Silva; Rached Rached Maurice
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22141-MS
Enhancing Design-by-Analogy Procedure of Injection-Well Gel Treatment Sizes by an Integrated Survey of Case Histories
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22396-MS
New Type of Fluidic Oscillator Made Clean Out Operation Environment Friendly and Cost Effective – A Case Study that Converted Failure into a Success
Barzan Ahmed; Farhad Abdulrahman Khoshnaw; Mustansar Raza; Hossam Elmoneim; Afnan Ahmed Dar; Ahmed Shakeel
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22265-MS
Knowledge Sharing ePoster - Station 16 - Wednesday, 23 February 2022
Implementing a New Foam-Acid Technology for Matrix Stimulation of Challenging Low Pressure, Naturally Fractured Carbonates Reservoirs: Case Studies, Northern Iraq
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22603-MS
Knowledge Sharing ePoster - Station 17 - Wednesday, 23 February 2022
Novel Multi-Functional Chemical Technology for Sand Consolidation, Relative Permeability Modification and ESP Run Life Extension
Pavel Shevelev; Mahdi Kazempour; Sergey Survenev; Linh Do; Robin Shields; Louise Sutherland; Jesse Lee; Paul Street
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22138-MS
One Innovative Intelligent Completion Intermediate String Design for Deepwater Gas Well Completions: The Installation Case Study from L Gas Field, China
Shu Jie Liu; Yi Huang; Wen Bo Meng; Dong Lei Jiang; Jian Bo Su; Yi Yu; Heng Wang; Fei Xu; Chun Min Zeng; Ying Huo; Geng Zhao; Lei Min Zhang; Wen Dong Shi; He Chun Zhao
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22087-MS
Well Testing Analysis and Interpretation in Low Permeability Reservoirs: Theory and Applications for Tight Oil Reservoirs in Peruvian Northwest Fields
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22481-MS
Using and Computing Metal Temperature for Asme Piping Class Optimization
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22468-MS
Knowledge Sharing ePoster - Station 18 - Wednesday, 23 February 2022
A Systematic Approach to Leak-Off Pressure Prediction in Unconventional Resources –A Case Study from Junggar Basin, China
Zhibin Jiang; Liqiang Sima; Wei Zhou; Xiaoguang Wang; Hanbing Xu; Kun Ding; Lisha Qi; Sheng Zheng; Dan Xie; Liming Lian; Chuanchuan Qian; Jie Wang; Zhiwen Bai
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22065-MS
Extended Abstract: The Feasibility of Using Geopolymer in Oil-Well Cementing: A Review
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22130-MS
Data Driven Intelligent Modeling to Estimate Adsorption of Methane Gas in Shales
Shams Kalam; Sidqi A. Abu-Khamsin; Mohammad Rasheed Khan; Asiya Abbasi; Abdul Asad; Rizwan Ahmed Khan
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22101-MS
Knowledge Sharing ePoster - Station 19 - Wednesday, 23 February 2022
Laboratory Evaluation Comparison Study Between the Performance of Fatty Acid Solid Lubricant and Liquid Lubricant
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22590-MS
Myhsse – Analytic Transformation of Health, Safety, Security and Environment HSSE in Making Prescriptive Possible Towards Zero Incident; Geared by End Users’ Pain Points
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22572-MS
Knowledge Sharing ePoster - Station 20 - Wednesday, 23 February 2022
Hydraulic Fracture Conductivity Sustenance in Carbonate Formations Through Rock Strengthening by DAP Solution
Yevgeniy Samarkin; Murtada Aljawad; Abduljamiu Amao; Theis Sølling; Khalid Al-Ramadan; Sidqi Abu-Khamsin; Shirish Patil; Murtadha AlTammar; Khalid Alruwaili
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22496-MS
A Data Driven Machine Learning Approach to Predict the Nuclear Magnetic Resonance Porosity of the Carbonate Reservoir
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22081-MS
Knowledge Sharing ePoster - Station 21 - Wednesday, 23 February 2022
The Development of Automatic System for Geological Modeling of Extra-Viscous Oil Deposits on the Example of Tatarstan Republic
Timur Murtazin; Sergey Usmanov; Marat Validov; Vladislav Sudakov; Aidar Takhauv; Niyaz Aslyamov; Vitaliy Gataullin; Marat Amerkhanov
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22175-MS
Downhole Camera Run Validates Limited Entry Fracturing Technique and Improves Pay Coverage in Deep Tight Laminated Gas Reservoir of Western India
Vishal Ranjan; Sanjeev Vermani; Aman Goyal; Shashank Pathak; Rajat Goyal; Diego Camilo Casallas Gelvez; Atul Singh; Shreya Pandey; Glyn Roberts; Ruchir Mehta
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22502-MS
Knowledge Sharing ePoster - Station 22 - Wednesday, 23 February 2022
Automatic Neural Network-Based Seismic Facies Classification Using Pseudo-Labels
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-22084-MS
How In-Place Volumes of Subsurface Reservoir Models are Impacted by Using 3d High-Resolution Outcrop Analogue Data. A Case Study Using Depositional Architectural Heterogeneity of Stromatoporoid/Coral Buildups of the Hanifa Fm, Saudi Arabia
Paper presented at the International Petroleum Technology Conference, Riyadh, Saudi Arabia, February 2022. doi: https://doi.org/10.2523/IPTC-21878-MS
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