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Keywords: workflow
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Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4033553-MS
... Abstract In this paper, we present an automated data-driven workflow using Machine Learning (ML) for gas lift optimization in unconventional fields. This workflow integrates a ML model that accurately forecasts the Gas Lift Performance Curve, and a Bayesian Optimization Framework to solve...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4023356-MS
... with reduced completion intensity achieved $21.47 MM. The optimal parent-child well spacings are recommended for different parent well depletion durations. In addition to demonstrating our comprehensive workflow, the results of this paper provide valuable insights into the interactions between parent well...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4027567-MS
... sensing over the past decade, quantitative production profiling using data acquired from distributed fiber optics (DFO) has gained momentum. In this work, an integrated workflow to analyze the distributed temperature and acoustic signals during production is presented, along with two case studies...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4033310-MS
... unconventional resource technology conference fracture conductivity productivity pressure transient analysis depletion mechanism phase 2 workflow URTeC: 4033310 A Physics-Based Approach to Characterize Productivity Loss in the Haynesville Shale Chad Jongeling1, Jerrod Ryan1, Christopher Ponners*2...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4032879-MS
... Abstract The scope of this paper is to introduce a non-invasive simplified workflow that estimates perforation efficiency utilizing raw stimulation data. The paper illustrates how results from this simplified workflow were accurately and successfully benchmarked against industry-known...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4028108-MS
... are often simplistic, while numerical models are computationally inefficient and require inputs for rock and fluid characterization that are not commonly available at scale. This paper aims to introduce a novel workflow that addresses these limitations, offering a refined approach to model hydraulic...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4011664-MS
... duration and increased the reliability of the measurement. The introduced workflow enables (a) relative permeability and absolute permeability measurements performed in significantly shorter times compared to conventional techniques, (b) fluid-flow measurements in tight rock samples without the need...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4029160-MS
.... Numerical RTA is applied to approximately 100 wells to match actual production data. The primary objective is to minimize errors in predicted rates of oil, gas and water vs. actual production by adjusting reservoir parameters. The ultimate goal is an optimized, semi-automated RTA workflow requiring minimal...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4020437-MS
... seismic data and integrating with other reservoir properties is crucial for any quantitative reservoir characterization workflow which further aids in defining landing zones for optimal fracture stimulation. In this case study, we describe a workflow that integrates petrophysical data with a machine...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4042557-MS
... especially challenging for operators to scale to many wells and in a fast cadence to accommodate the rapid speed in shale and tight asset development. In this paper, we present a workflow that combines probabilistic modeling and deep learning models trained on an ensemble of physics models to improve...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4043465-MS
... and significantly eliminates uncertainty associated with conventional approach. This novel workflow deliverables are critical in budget planning, asset tiering and completion design. In this paper, a new hybrid hydraulic fracture optimization and field development workflow will be demonstrated, which will utilize...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4040074-MS
... allocation based on the DAS signal was done using standard workflow for different frequency bandwidths. The proppant allocation based on the estimates of eroded perforation diameter was done with the Monte Carlo simulations that account for uncertainty of the initial hole diameter. The developed Monte Carlo...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4036015-MS
... the forecasting accuracy of RGNet models. The proposed workflow was applied to both a synthetic and a field example. In the synthetic benchmarking example, the sparsity-constrained history-matching successfully identified key inter-well connections while matching the data. In contrast to alternate methods...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4040968-MS
... Abstract Often considered as the ground truth, wireline logs that are acquired along wells and are sensitive to formation properties serve as the foundation for reservoir characterization workflows. Effectively utilizing these well logs necessitate integrated geological, petrophysical...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4036174-MS
... simulations. The objective is to develop a fit-for-purpose integrated asset model by combining a reduced-physics reservoir model called reservoir graph network (RGNet) with a novel surface network optimization workflow for integrated optimization from the reservoir to the separator. Traditionally, reservoir...

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