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Keywords: input data
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Proceedings Papers
Revolutionizing Reservoir Structure Modeling Workflow for Exponential Acceleration of Horizontal Well Placement in Complex Reservoir Models
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222028-MS
... simulation trajectory well trajectory directional drilling zone log horizontal well conditioning reservoir characterization workflow well data horizon uncertainty modeling trend uncertainty subzone algorithm well placement uncertainty range input data reservoir modeling Introduction...
Proceedings Papers
Predicting Scale Depositions of Barium and Strontium Sulfates Using Novel Artificial Neural Network Algorithms
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222123-MS
... oilfield chemistry artificial intelligence paraffin remediation barium sulfate prediction strontium sulfate scale paper conference and exhibition input feature concentration production rate formation water input data composition percentage sulfate ion Introduction Scale depositions...
Proceedings Papers
An Efficient Quantum Neural Network Model for Prediction of Carbon Dioxide CO 2 Sequestration in Saline Aquifers
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222257-MS
... engineering. machine learning sequestration qnn classifier neural network input data optimization step classification problem artificial intelligence saline aquifer quantum circuit reservoir temperature input data vector mineralization degree example 1 ansatz co 2 qnn decision region...
Proceedings Papers
New-Age Kolmogorov Full-Function Neural Network KNN Offers High-Fidelity Reservoir Predictions via Estimation of Core, Well Log, Map and Seismic Properties
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207575-MS
... interpretation prediction cube neuron forecast superposition theorem kolmogorov input data knn offer high-fidelity reservoir prediction knn seismic data well log data inversion probability Introduction Equation (2) f ( x 1 , x 2 , x 3 , … , x n ) = ∑ q...
Proceedings Papers
Demonstrating Flexibility and Cost-Efficiency of Integrated Ensemble-Based Modeling – One Approach on Three Reservoirs
Available to PurchaseAbdul Saboor Khan, Salahaldeen Alqallabi, Anish Phade, Arne Skorstad, Faisal Al-Jenaibi, Mohamed Tarik Gacem, Mustapha Adli, Sheharyar Mansur, Lyes Malla
Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207738-MS
... that are honoring the geology and correlations in input data. These models are created with only enough detail level as per the modeling objectives, leaving more time to extract insights from the ensemble of models. Uncertainties in data, from various domains, are not isolated there, but rather propagated...
Proceedings Papers
Complex Geological Modeling and Quality Assurance Using Unstructured Grids
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 12–15, 2018
Paper Number: SPE-193202-MS
...-based 3D structural model based on fault and horizon surfaces is constructed from input data that has undergone basic quality checking using a variety of techniques. The critical step in the grid creation is the definition of a flattened (‘depositional’) space that deforms the structural model mesh...
Proceedings Papers
Applicability of Managed Pressure Drilling MPD in a High Sulfur Content Fractured Reservoir
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 13–16, 2017
Paper Number: SPE-188694-MS
... drilling fluid management & disposal Wellbore Design back pressure reservoir geomechanics drilling operation fluid property content reservoir fluid Pressure Drilling software mechanical earth model input data drilling problem society of petroleum engineers pore pressure horizontal stress...
Proceedings Papers
3D Surface-Wave Estimation and Separation: Using a Closed-Loop Approach
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 10–13, 2014
Paper Number: SPE-171729-MS
... was successfully demonstrated on real 3D seismic data with mud-roll that is often dominant in a shallow water environment. Upstream Oil & Gas model parameter surface-wave estimation normalized radon domain signal-protecting scheme attenuation input data subsurface signal separation intrinsic...
Proceedings Papers
Allocation Process Modeling for Deepwater Production
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 5–8, 2006
Paper Number: SPE-101318-MS
... & Gas allocation processing ownership Allocation Process Modeling allocation process database requirement footprint allocation database society of petroleum engineers input data reliability data historian information management selection allocation balance factor allocation scheme...
Proceedings Papers
Zonal Isolation Modeling and Measurements—Past Myths and Today's Realities
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 5–8, 2006
Paper Number: SPE-101310-MS
... the expected conditions. The predictive models are either analytical or finite-element models. The analytical models can only be applied to relatively simple situations that require a simplified set of input data. In these cases, the results are consistent with those of finite-element models. More complex...