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Keywords: artificial intelligence
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Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201700-MS
... + 1 ∂ V t ∂ N i q I n i − q L e a k i V flow in porous media artificial intelligence fluid modeling hydraulic fracturing fracturing materials equation of state reservoir simulation drillstem/well testing complex reservoir upstream oil...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201667-MS
... pressure transient analysis reservoir characterization production control flow in porous media production monitoring drillstem testing artificial intelligence machine learning reservoir surveillance reservoir simulation pressure transient testing fluid dynamics information bayesian...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201673-MS
... images. The consistent segmentation results have proved both the effectiveness and validity of the algorithm. production monitoring reservoir characterization production control machine learning artificial intelligence complex reservoir borehole imaging u-net architecture wellbore seismic...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201696-MS
... world. Understanding the value of data through machine learning techniques is the basis for establishing a robust surveillance strategy. The objective of this paper is to develop a data-driven approach, enabled by Artificial Intelligence (AI) methodologies including machine learning (ML), to find...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201701-MS
... purpose of the review of the frac hit events was to reveal the context of stimulation process related to the frac hit events and to classify the events into different categories to facilitate diagnosis of the root causes of frac hit events. artificial intelligence reservoir characterization shale...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201692-MS
... planning project economics production logging shale gas beam pumping reservoir characterization progressing cavity pump asset and portfolio management plunger lift project valuation artificial intelligence hydraulic jet pump shale oil drillstem testing complex reservoir directional drilling...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201699-MS
... machine learning wellbore integrity artificial intelligence reservoir characterization decision tree learning wellbore design project owner drilling operation regression model trouble stage prediction algorithm feature importance upstream oil & gas variation high fracture...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201693-MS
... operational constraints and can be a prudent complementary tool to conventional numerical simulators for such complex assets. artificial intelligence upstream oil & gas pattern recognition modeling & simulation modeling machine learning reservoir simulation platform data quality history...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201698-MS
... provide quick and science-based answers for well spacing and fracking optimization and assess the full potential of an asset in unconventional reservoirs. Augmented AI is artificial intelligence powered by engineering wisdom. The Augmented AI workflow starts with data sculpting, which includes...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201708-MS
..., horizontal, et cetera, multiple rates both in production and injection, various reservoir properties and fluid properties, etc. Summarizing them in (1) reservoir characterization production control production monitoring modeling & simulation reservoir surveillance artificial intelligence...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201707-MS
... show a better displacement of in-situ Kr (proxy for CH 4 ) with CO 2 as compared to N 2 injection. CT visualizations of both gas displacement experiments show two relatively permeable flow pathways emerge during early times. artificial intelligence upstream oil & gas kovscek shale gas...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201716-MS
... nation, but far too many companies are suffering financially while doing so. Billions of barrels of oil have been produced, yet many are going broke. reservoir characterization artificial intelligence production control machine learning reservoir surveillance completion installation and...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201725-MS
... categories, using advanced artificial intelligence and machine learning algorithms to provide insights into equipment reliability, operational efficiency, total cost of ownership and production performance. A minimum viable product consisting of 24,000 wells from across the world has been successfully...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201741-MS
... monitoring upstream oil & gas beam pumping reservoir surveillance drillstem/well testing production control drillstem testing artificial lift system artificial intelligence system efficiency flexible variable frequency drive system production well fracture jidong oilfield pump fillage...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201710-MS
... Abstract The objective of the present work is to streamline the analysis of Lease Operating Statements (LOS) with advanced learning paradigms from artificial intelligence (AI). The proposed approach aims at the: (a) consolidation of disparate expenses data; (b) timely expense assessment at...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201721-MS
... CO 2 HnP process in unconventional oil reservoirs. We provide insight and information on proper training of the SVR and GPR proxies for this type life-cycle production optimization problem. artificial intelligence machine learning enhanced recovery thermal method sagd cycle length co 2...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201726-MS
... learning production monitoring production control reservoir surveillance reservoir characterization artificial intelligence complex reservoir upstream oil & gas hydraulic fracturing drilling operation sycamore total fluid contribution fluid contribution upper meramec reservoir simulation...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201745-MS
... virtual twin. Several examples of concept implementation are demonstrated within oil and gas domains of field development, unconventional completions, drilling, and production gas processing. upstream oil & gas communication human computer interaction information artificial intelligence...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201746-MS
... fluids change with time. fluid modeling production monitoring artificial intelligence reservoir characterization well performance separation and treating integrated asset modeling production control reservoir surveillance equation of state drilling operation inflow performance cgr gpu...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201760-MS
... learning optimization problem artificial intelligence upstream oil & gas simulation network model injection rate hydraulic model gas rate software optimization genetic algorithm enhanced recovery waterflooding greater kuparuk area performance curve drillsite header pressure network...

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