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Keywords: modeling
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Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 23–April 1, 2021
Paper Number: IPTC-21470-MS
... Abstract This paper highlights the efforts to mitigate the unprecedented situation of truncated gas demand via network modeling development and harmoniously harvesting value generation by its implementation. Global Pandemic in year 2020 resulted into unique situation of steep truncated gas...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19864-Abstract
... by recognizing their fingerprint using past examples of the same failure mode; this is particularly relevant to vibration data. Artificial Intelligence predictive maintenance gas turbine neural network deviation recurrent neural network long short-term memory machine learning modeling healthy...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19854-MS
... achieved promising results in modeling extremely complicated phenomena in oil and gas industry. This study aims to find a relation between all of resistivity, capillary pressure and relative permeability. Ultimately, we are going to generate a model by utilizing Artificial Neural Network (ANN) technique...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19977-MS
... workflow is established to model and history match Manara well with complex modeling features using the GigaPOWERS (GP) simulator and a compositional full field model. The established segment level history matching workflow includes four important milestones to achieve. The first is advance well completion...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19650-ABSTRACT
... huge challenge for seismic data acquisition, statics correction and near surface modeling. Meanwhile the subsurface is thrusted severely . The shallow part is thrusted with detachment faults and mainly comprised of severely deformed fold and Shizgou fault, which is the main fault of the survey...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-20064-Abstract
... Rock Volume (SRV). The modeling scenarios include an assessment of: The impact of high vs. low in situ stress on pressure response, proppant placement and near wellbore conductivity The impact of in situ stress magnitude in near wellbore conductivity The impact of fluid properties and landing...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19675-ABSTRACT
... Artificial Intelligence Upstream Oil & Gas reservoir geomechanics complex reservoir coefficient flow in porous media Fluid Dynamics producer Reservoir Characterization hydraulic fracturing damage mechanics framework modeling evolution international petroleum technology...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19786-MS
... Optimization and Allocation Model for Manifolded Subsea Wells " , SPE-20979-MS . R. S. De Santana , V. M. Ferreira Filho , D. D. Monteiro , G. S. Chaves , M. M. Duque , A. L. Granja Saavedra , J. S. Baioco ( Universidade Federal Fluminense ), A. F. Teixeira...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19835-Abstract
... a probabilistic model using a commercial tool for engineers to understand the mechanics of the model, quality-check the input distributions, compare the model results to those from other sources (such as empirical, analytical, or numerical models). This workflow also will help in seamlessly modifying the input...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-20020-Abstract
... model coupling geophysical, petrophysical, and geomechanical models with fully 3D hydraulic fracture simulation modeling was carried out to provide the operational path forward to overcome these challenges. This study is a showcase of the applicability of our integrated approach to simulate fluid flow...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-20118-MS
... A methodology to construct deep neural network- (DNN) and recurrent neural network- (RNN) based proxy flow models is presented; these can reduce computational time of the flow simulation runs in the routine reservoir engineering workflows, such as history matching or optimization. A comparison...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19100-MS
... for input into the model. Then, by using static and dynamic bottomhole assembly (BHA) modeling and hydraulics modeling in addition to predicted rate of penetration (ROP), the application runs various sensitivity analyses to obtain the optimum drilling parameters within rig and downhole equipment...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19372-MS
... formation. Due to the few wells and poor quality of seismic data in this area, it is difficult to predict the spatial distribution of sedimentary reservoir sands. In this paper, sedimentary forward modeling coupled with 3D geological modeling is used to provide new ideas for reservoir prediction...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19405-MS
... fracture length Upstream Oil & Gas fracture conductivity proppant concentration modeling consideration hydraulic fracturing optimization conductivity international petroleum technology conference permeability hydraulic fracture reservoir fracture treatment unconventional...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19450-MS
... placement. This novel ICD's innovation with water shut-off capability in addition to the main ICD's inflow control is designed comprehensively with 3D single wellbore dynamic modeling. ICD's single well dynamic modeling were executed along three phases i.e. pre-drilled, real-time and post-job. Each phase...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19483-MS
... Reservoir Characterization optimization problem natural fracture expert system completion modeling stimulation reservoir geomechanics Upstream Oil & Gas gas reservoir operation Artificial Intelligence Engineering productivity Keshen gas field Kuqa foreland basin foreland...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19123-MS
... modeling and numerical dynamic simulation geomodels. Geomodels are widely used in the industry for characterizing the reservoir and planning favorable development strategy. It is vital instrument for maximizing asset value and optimize project economics. Static geomodels are foundation for all...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19179-MS
... machine learning analysis depth order model Engineer Artificial Intelligence bha tendency calculation accuracy motor optimization modeling Upstream Oil & Gas modeling calculation algorithm drilling operation tendency calculation Simulation drilling simulation computation...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19267-MS
... fractured reservoir geological modeling and numerical simulation research method based on unstructured grid. There are three key aspects to this method. (1) The multi-scale (large, middle and small) discrete fracture system is established by combining outcrop measurement data with well point information...
Proceedings Papers

Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19381-MS
... to reduce the risk of wellbore instabilities, an anisotropic wellbore stability modeling using Plane-of-Weakness (PoW) failure criterion was carried out in this study. The PoW failure criterion is adopted to compute the onset of rock shear sliding and/or fracture along a weak plane (bedding or fracture...

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