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Keywords: modeling
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Proceedings Papers
Fine Geological Modeling of Fractured Reservoir in Dual-Medium Buried Hill Based on BP Neural Network and Horizontal Well Parameter Correction
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24858-MS
... characteristics and the poor fitting of water cut in some wells affect the prediction accuracy of remaining oil and the adjustment and exploitation potential of the oilfield. To solve the above problems, a set of fine geological modeling method of dual-medium buried hill reservoir based on BP neural network...
Proceedings Papers
Multi-Scale Fracture Prediction and Modeling
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24989-MS
... a geomechanics model, which can be used to quantitatively simulate the aperture, density, and other parameters of fractures. Additionally, statistical methods are employed to provide a quantitative description of formation, fault, and fracture parameters. A multi-scale discrete fracture network model...
Proceedings Papers
State-of-the-Art Drilling Dynamics Modeling for Two Consecutive Long Hole Opening Sections in a Deviated Well with Single Run Approach
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-25027-EA
... of modeling which utilize simplified static soft-string algorithms and generic mathematical models do not consider these key elements in drilling dynamic. Hence, they lack the accuracy to be used as a predictive tool towards drilling performance and dynamic behavior. A cutting-edge physics based finite...
Proceedings Papers
Comparative Analysis of Parametric and Non-Parametric Machine Learning Models for CO 2 Solubility Estimation
Available to PurchaseVictor Darkwah-Owusu, Joshua Nsiah Turkson, Muhammad Aslam Md Yusof, Bennet Nii Tackie-Otoo, Yen Adams Sokama-Neuyam, Ingebret Fjelde, Louis Kwesi Gbillah, Daniel Asante Otchere
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-25029-MS
...%) and testing (30%) sets for model development and evaluation. Hyperparameter tuning was employed to optimize model performance. Statistical metrics and visualizations were also used to evaluate model performance. The model reliability and the statistical validity of the dataset were assessed using William’s...
Proceedings Papers
Preventing Drill String Twist Offs Due to HFTO coupled with High Stick-Slip RPM for RSS BHAs
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-24093-MS
.... Monitoring HFTO in real time (RT) is limited due to high sampling rate of vibration data which cannot be transmitted in real time. With the advancement of technology in RSS all high frequency vibration data is stored while drilling and can be analyzed after the run. Memory analysis along with HFTO modelling...
Proceedings Papers
Aspect-Ratio-Dependent Pore-Size Distribution from MICP Measurement
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23659-MS
... to 1.0) when calculating PSD from mercury injection capillary pressure (MICP) data. This assumption implies that pores can be modeled as cylindrical tubes. In carbonate rocks, the pore network is complex and comprises multiple pore systems with varying values of α _ . The objective...
Proceedings Papers
Unleashing the Potential of Rate Transient Analysis: Transforming the Exploitation of Mature and Tight Fields, 40-Years Mature Field Case Study
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23731-MS
... with the rate transient analysis technique. Additionally, the absence of sophisticated reservoir modeling data further complicates the situation due to the wells’ development many years ago. However, the paper intends to explore the potential of diverse sets of production data over an extended period, available...
Proceedings Papers
Integrated Logging While Drilling and Wireline Borehole Seismic for Safe Exploration Drilling in the Andaman Sea, Deepwater Indonesia
Available to PurchaseM. Sakina, N. Kelsall, S. Singh, M. N. Juliansyah, D. Jessup, T Octaviani, F. Arif, D. Permanasari, H Halim
Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23740-EA
... indonesia modeling reservoir characterization prediction correlation receiver vertical seismic profile wireline vsp harbour energy safe exploration drilling paper number drilling measurement real time system international petroleum technology conference wireline borehole seismic...
Proceedings Papers
Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23983-EA
... equipment failure. As of recently, the industry has been able to collect data from different downhole tools to implement in HFTO pre-run modelling. This is done mostly with data collected from tools’ memory. However, this approach has its limitation as different HFTO frequencies are triggered and depending...
Proceedings Papers
First LWD NMR Acquisition in 8.5-inch Extended Reach Well
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23806-EA
... Abstract Logging-While-Drilling (LWD) nuclear magnetic resonance (NMR) data was acquired in an extended reach well targeting a carbonate formation to obtain rock quality and permeability data. The challenge was to minimize lateral motion that could affect the NMR data quality. Pre-job modeling...
Proceedings Papers
Simulation of ultrasonic Doppler System for Drilling mud Flow Measurements
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-24337-MS
... method. The developed model makes it possible to obtain spectra for various particle size distributions of the solid phase and flow characteristics, such as flow rate and viscosity. As a result, the dependence of the average signal amplitude on the concentration of solid particles in the drilling fluid...
Proceedings Papers
Flow Assurance Analysis of Complex Fluid Mixtures: A Case Study Field in Southeast Asia
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23412-MS
...) < 1 Potassium (K) 4.8 Sodium (Na) 26.3 Nickel (Ni) <1 Lead (Pb) <1 Arsenic (As) <1 Vanadium (V) <1 Iron (Fe) 2.1 Table 3 Comparison between Measured data in the laboratory and Simulated in Thermodynamic Modeling Parameter Measurement...
Proceedings Papers
Predicting Interfacial Tension in CO2/Brine Systems: A Data-Driven Approach and Its Implications for Carbon Geostorage
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23568-MS
... Table 1 Statistics used to develop a model. P (MPa) T (K) m+ (mol/kg) m2+ (mol/kg) CH4 (mol%) N2 (mol%) Δρ (kg/m3) IFT (mN/m) Mean 16.574 349.483 0.878 0.741 4.769 3.540 949.786 39.818 Median 14.000 344.050 0.000 0.000 0.000 0.000...
Proceedings Papers
Water Saturation Profile Analysis and Modeling: Case Study in a Tight Carbonate Reservoir
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23407-EA
... water saturation (S w ) can sometimes exhibit a profile that has limited to no usage as it is modeled with porosity and lithological volumes only. Significant uncertainties in S w calculations from logs in heterogeneous tight carbonate rocks combined with the difficulties in measuring reliable pressure...
Proceedings Papers
Natural Fracture Modeling in Unconventional Dadas-I Member for 3D Seismic Survey in the Southeastern Turkey
Available to PurchaseArtem Orlov, Canalp Özkul, Fethi Bensenouci, Ekrem Yazaroglu, Ahmet Ergun Mengen, Ismail Omer Yilmaz
Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23533-MS
... A various fracture models available for a fracture permeability calculation. Figure 6 Two seismic cross-sections in orthogonal directions North-South (left) and East-West (right) and interpreted fault orientations. Figure 7 A variance seismic attribute extracted in Dada§-1 member...
Proceedings Papers
High-Resolution Characterization of Carbonate Source Reservoir Heterogeneity for Enhanced Production Optimization
Available to PurchaseW. D. Von Gonten, S. Ali, M. Ali, S. Eichman, A. Gupta, E. M. C. Kias, R. Mesdour, M. Al-Bassam, J. Degenhardt, M. Cordes, R. Suarez-Rivera
Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23323-MS
...-logging data with the discrete laboratory rock property results, we construct centimeter-resolution petrophysical and geomechanical models that result in higher fidelity reservoir characterization of thinly layered carbonate source reservoirs and more representative numerical simulations, thereby...
Proceedings Papers
Spiral Hole Moderation Enhances High-Resolution Borehole Image Interpretation Across Fractured Carbonate Reservoirs
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23355-MS
... the confidence in reservoir characterization, fracture modeling, and field development strategies such as completion design. fractured carbonate reservoir play geologist unconventional play geology complex reservoir petroleum play type borehole drilling reservoir characterization enhance high...
Proceedings Papers
An Integrated Engineering Approach Aiding the Delivery of the Challenging Build-up and Lateral Sections in an Exploration Field
Available to PurchaseAhmed Baghdadi, Souvik Sen, Prajit Chakrabarti, Johannes Vossen, Kashif Malik, Ivan Salmin, Munir Bashir, Ahmed Bakr
Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23351-MS
... azimuth. Comprehensive geomechanical modeling and wellbore stability analyses were carried out to recommend a safe mud weight window to tackle mechanical instabilities. Utilizing an optimum drill bit design ensured improved durability, trajectory control, a higher rate of penetration and resulted in a 33...
Proceedings Papers
PTA Application in Carbon Capture and Storage – Challenges, Diagnostics, Modeling
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-24440-MS
... Abstract This paper documents pressure transient analysis (PTA) aspects of carbon capture and storage (CCS), from design considerations through modeling while also highlighting attendant challenges. CO2 injection in porous media has expanded in utility and increased in popularity following...
Proceedings Papers
Lessons Learnt from the Completion Design for a HPHT Sour Gas Field Development in Offshore Sarawak
Available to PurchaseCW Graham Grant, Parthasarathi Bandyopadhyay, Kittipat Wejwittayaklung, James Hunter Mansion, Swee Hong Gary Ong, Pornchuda Konganuntragul, Wararit Toempromraj, Prapaporn Jantasuwanna, Choon How Lee, Boon Shin Chia, David Lewis
Paper presented at the International Petroleum Technology Conference, March 1–3, 2023
Paper Number: IPTC-22881-MS
..., temperature modeling, identification of annulus pressure envelopes and their management, perforation philosophy, and surveillance methods for both reservoir management and well integrity. Another aspect which affects the overall well and completion philosophy for a complex development is the challenges...
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