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Keywords: estimation
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Proceedings Papers
Real-Time Reservoir Insights: Advancing Data Accessibility with SW and PHIE Curves at Your Fingertips
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222305-MS
... curve data accessibility estimation software real-time reservoir insight drilling measurement reservoir platform constant email update petrophysicist Real time data transmission from rig to the end users and well placement criteria In the rapidly evolving landscape of oil and gas...
Proceedings Papers
Can 3D Seismic Assist the Subsurface Characterization of Low Permeability Reservoirs? A Western Canada Case Study
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222636-MS
... and rock physics inversions are used for geomechanical properties calculations and total porosity and mineral fraction volume estimation. The inversion results were further extended for reservoir stress computation including pore pressure and effective stress estimations calibrated to pore pressure...
Proceedings Papers
A Unified Modelling Approach using AI based Probabilistic Method to Address Structural Uncertainty in Carbonate Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222014-MS
...Field - Geological Settings Structural uncertainty is the degree of variability or error in the interpretation of subsurface geology, especially the geometry and position of the reservoir. It affects the estimation of hydrocarbon volume and the design of the optimal field development plan...
Proceedings Papers
Employing Artificial Intelligence to Enhance Reservoir Property Estimation in Waste Sequestration Wells: Pressure Transient Analysis Through Physics-Informed Machine Learning
Available to PurchaseAmin Amirlatifi, Ibrahim Mohamed, Ashraf Zeid, Ali Zidane, Somayeh Bakhtiari Ramezani, Mehdi Loloi, Omar Sameh, Omar Abou-Sayed, Ahmed Abou-Sayed
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222075-MS
... for better storage capacity management and operational forecasting. The application of the PIML model demonstrates a significant improvement in estimating the formation response prior to the injection operations, solely based on controllable parameters which can be changed at the surface. Results indicate...
Proceedings Papers
The Role of Geomechanics in Hydrocarbon Column Height Estimation. A Southeast Abu Dhabi Case Study
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222553-MS
... integrity. Core is rarely cut in seals, which poses evaluation challenges, especially with the increasing need to focus on complex traps in mature basins. This paper presents the integrated results of using Lower Cretaceous seal elastic properties in estimating column height. The workflow involves throw...
Proceedings Papers
Harnessing the Power of AI: a Data-Driven Well Reservoir Virtual Flow Metering Tool Accessible to All
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222612-MS
... metering in Oil and Gas production systems. A VFM is a complement to physical meters, using the continuous available field measurements such as tubing pressures, temperatures, and other relevant parameters (choke opening, activation parameters, etc.) as inputs to provide flow rate estimates at any given...
Proceedings Papers
Automated Production Allocation & Deferment Calculation Using Integrated Digital Oil Field Realtime Surveillance Data and Physics Based Well-Models
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222528-MS
... rates, inferred rates and deferred volumes at well level are estimated. Subsequently, field custody transfer rates are being validated and used for daily field factor calculation. Post an auto validation of the inferred rates and field factor, allocation of field rates at well and reservoir level...
Proceedings Papers
Predicting the Elastic Properties of Anisotropic Reservoirs from Dipole Logging While Drilling Using Machine Learning
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222974-MS
... dashed lines meet at low frequencies. This indicates that in fast formations, the shear slowness can be estimated by detecting the low frequency of the flexural mode when accurate processing techniques are employed. However, this is not the case for slow formations, where the flexural mode does not reach...
Proceedings Papers
Foundation Re-Assessment for Ageing Platforms
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-217040-MS
... based on various design philosophies, the soil parameters are modified. In the case of clay soils having low plasticity, the estimation of alpha factor is conducted using the method proposed by Karlsrud (2005). For sands the ageing factor is suggested independent of the relative density. The increase...
Proceedings Papers
Gas Compositional Effect on Fit-For-Purpose CO 2 Storage Capacity Estimation: A Case Study in Malaysian Depleted Clastic Gas Reservoir
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216557-MS
... estimation in depleted gas reservoirs. The scope of the study includes a numerical simulation (Dynamic CO 2 storage capacity) approach to model the behaviour of CO 2 in the subsurface and to assess the significance of gas properties on the storage capacity of the reservoir. The Material Balance analysis...
Proceedings Papers
Predicting EOR Polymer Viscosity with Varying Molecular Weight and Chemistry Using Machine Learning
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216592-MS
..., such as brine salinity and hardness, temperature, polymer concentration, chemical composition, and molecular weight. Each oil reservoir has unique brine compositions, expected shear, and temperature conditions. Estimating the polymer solution's in situ viscosity under these conditions can be quite challenging...
Proceedings Papers
Using Multilinear Regression to Predict Key Engineering Quantities for Estimation in EPC Projects
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216738-MS
... from past projects as well Subject Matter Experts (SME), enabling proposals teams to make data-driven cost estimates for engineering quantities. In addition to the model, a Microsoft PowerBI-based dashboard was developed and shared with engineers and SMEs, allowing us to test the application...
Proceedings Papers
Field Development Opportunities Unveiled in Low Resistivity Reservoirs, Sub-Andean Oil & Gas Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216757-MS
... bolivia government silicate computation fraction concentration log analysis geological subdiscipline neutron saturation computation low resistivity reservoir reservoir characterization reservoir formation estimation porosity annual logging symposium machine learning saturation...
Proceedings Papers
The Wiggle that Makes a Difference: Using AI to get the Right Wavelet with Multi Well Input
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216492-MS
... weeks of work. geology oman government wavelet artificial intelligence upstream oil & gas uae government geologist asia government reservoir characterization interpretation elimination difference wavelet extraction estimation right wavelet information multi-well wavelet...
Proceedings Papers
Generating Synthetic Temperature Surveys for Wells Through Subsurface Spatial Machine Learning Modeling and Time Series Forecasting
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216137-MS
... oil & gas neural network reservoir surveillance production control subsurface spatial machine learning modeling limitation evaluation time series forecasting estimation lstm petroleum engineer Introduction Temperature logging plays a crucial role in understanding the behavior...
Proceedings Papers
Walkaway VSP Processing for Anisotropy Characterization - An Integrated Approach with Surface Seismic in the Khazzan Field, Oman
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216232-MS
... wavefield separation, deconvolution and migration. The anisotropy computation employed slowness-polarization methods to locally estimate anisotropy for each depth interval using a deterministic search. A probabilistic Monte Carlo inversion algorithm was also used to quantify uncertainty on the inverted...
Proceedings Papers
Advanced Thin Bed Evaluation to Unlock Hydrocarbon Potential in Offshore Malaysian Fields
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216905-MS
... Abstract A significant fraction of the reservoirs across the world as well as in East & West Malaysia consist of thinly bedded deposits in Fluvial, Deltaic, Deep-water sediments and Channel system. It is estimated that approximately 30-40% of hydrocarbon in place resources are deposited...
Proceedings Papers
Enhanced Back Allocation Process Assisted by Real Time AI-Based Virtual Metering. Field Case Study in a Giant Field Project
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216936-MS
... during the commissioning of a new phase-project incorporating 45 new strings at a time. Reconciliation between wells and fiscal meters vanished after incorporating the newly commissioned wells with no flow-tests. An innovative AI-model was developed to estimate well rates from real-time surface...
Proceedings Papers
New Approach for the Probabilistic Assessment of Organic Matter in the Source Rocks of the Bazhenov Formation for Estimation of Shale Hydrocarbons Resources
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216937-MS
... for probabilistic estimation, so they are not considered in this work. There are two interpolation methods that can perform this process in a multivariate form: the geostatistical approach (SGS, GRFS) and the new Amazonas method, which integrates elements of artificial intellect. The stochastic approach...
Proceedings Papers
A Simple Convincing Proto-Saturation Model for Clastics, Carbonate, and Tight Gas Reservoirs
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, October 2–5, 2023
Paper Number: SPE-216955-MS
... Abstract The primary goal of this study is to determine the irreducible water saturation in all types of reservoirs and highlight its significance in estimating hydrocarbon initial-in-place. Irreducible water saturation is strongly correlated to permeability and porosity, and it has...
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