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Keywords: data mining
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Journal Articles
Journal: SPE Journal
SPE J. 30 (02): 486–506.
Paper Number: SPE-223633-PA
Published: 12 February 2025
... quality algorithm input parameter prediction spe journal flow unit performance forecasting model well location reservoir geomechanics data mining geological subdiscipline imputation random forest algorithm spe annual technical conference reservoir characterization february 2025 application...
Journal Articles
Journal: SPE Journal
SPE J. 30 (02): 507–523.
Paper Number: SPE-223954-PA
Published: 12 February 2025
... of water, with more than 30 billion gallons unrecovered—equivalent to the annual water consumption of a city of 1 million for nearly 5 years. This raises concerns about water use efficiency in fracturing operations. Can big data mining reveal the relationship between reservoir quality, fracturing design...
Includes: Supplementary Content
Journal Articles
Journal: SPE Journal
SPE J. 30 (02): 591–604.
Paper Number: SPE-223965-PA
Published: 12 February 2025
... regression task artificial intelligence data mining machine learning drilling parameter objective function optimization algorithm bit selection reservoir characterization algorithm severity classification task february 2025 Shock is defined as a sudden acceleration or deceleration caused...
Journal Articles
Journal: SPE Journal
SPE J. (2025)
Paper Number: SPE-220950-PA
Published: 11 February 2025
... transaction casing design artificial intelligence production enhancement asset and portfolio management data mining inventory skus issuance probability inventory transaction machine learning artificial lift system inventory system synthetic data scenario category oil price spe journal...
Journal Articles
Journal: SPE Journal
SPE J. 29 (12): 6640–6654.
Paper Number: SPE-223622-PA
Published: 11 December 2024
... of the NAMs mentioned above, the NBMs are developed ( Radenovic et al. 2022 ). The architecture of an NBM is shown in Fig. 2b and can be expressed as geologist geology drilling operation data mining rock type explanation artificial intelligence geomechanics deep learning geological...
Journal Articles
Journal: SPE Journal
SPE J. 29 (12): 6623–6639.
Paper Number: SPE-223620-PA
Published: 11 December 2024
... wellbore design hydraulic fracturing mudrock rock type shale oil flow in porous media sweet spot artificial intelligence well logging log analysis production control reservoir surveillance production monitoring geological subdiscipline reservoir characterization data mining data type...
Journal Articles
Journal: SPE Journal
SPE J. 29 (12): 6852–6868.
Paper Number: SPE-223604-PA
Published: 11 December 2024
... recall rate precision spe journal december 2024 information accuracy gru limitation data mining time series data prediction well depth efficiency application cnn drilling data architecture In the quest to enhance the accuracy of kick detection, contemporary research is primarily...
Journal Articles
Journal: SPE Journal
SPE J. 29 (12): 6918–6933.
Paper Number: SPE-218881-PA
Published: 11 December 2024
... network artificial intelligence data mining production control sedimentary geology log analysis stratigraphy continental environment well logging reservoir geomechanics reservoir characterization transitional environment reservoir surveillance production monitoring depositional environment...
Journal Articles
Journal: SPE Journal
SPE J. 29 (11): 5820–5832.
Paper Number: SPE-223596-PA
Published: 13 November 2024
... comparison data mining machine learning sery scenario reservoir engineering complex reservoir artificial intelligence production monitoring forecasting deepar 0 deepar model production data lstm model global probabilistic forecasting time sery historical data classification prediction lstm...
Journal Articles
Journal Articles
Journal: SPE Journal
SPE J. 29 (07): 3423–3439.
Paper Number: SPE-212564-PA
Published: 10 July 2024
... 2024 3 4 2024 10 7 2024 Copyright © 2024 The Authors. Published by the Society of Petroleum Engineers. This paper is published under the terms of a Creative Commons Attribution License (CC-BY 4.0). deep learning sensor drilling fluids and materials data mining ae sensor...
Includes: Supplementary Content
Journal Articles
Journal: SPE Journal
SPE J. 29 (06): 3277–3292.
Paper Number: SPE-219732-PA
Published: 12 June 2024
... management data mining numerical simulation knowledge management denote petrol zhang Closed-loop reservoir management has been attracting growing research attention due to the demand for exploiting the limited oil reserves efficiently and economically, which mainly consists of two parts...
Journal Articles
Journal: SPE Journal
SPE J. 29 (04): 1692–1709.
Paper Number: SPE-218380-PA
Published: 10 April 2024
... government data mining machine learning paper geology asia government china government well control reservoir characterization gel 10 clastic rock annular pressure drilling drilling fluids and materials drilling fluid management & disposal stratigraphy circulation upstream oil & gas...
Journal Articles
Journal Articles
Journal: SPE Journal
SPE J. 29 (02): 681–699.
Paper Number: SPE-217994-PA
Published: 14 February 2024
... sedimentary rock geologist upstream oil & gas structural geology united states government neural network drilling operation china government artificial intelligence data mining reservoir characterization accuracy deep learning drilling fluids and materials bit selection rop prediction lstm...
Journal Articles
Journal: SPE Journal
SPE J. 28 (06): 2964–2981.
Paper Number: SPE-217435-PA
Published: 13 December 2023
... drillstem testing null reservoir characterization drillstem/well testing directional drilling data mining null 2 benchmark wilkinson numerical benchmark accuracy numerical simulation dimensionless pi fraction null incl drilling operation completion installation and operations divergence...
Journal Articles
Journal: SPE Journal
SPE J. 28 (05): 2385–2414.
Paper Number: SPE-214312-PA
Published: 11 October 2023
... reservoir characterization natural language data mining knowledge source model canada government energy economics target data physics classifier production response information transfer learning negative transfer source field artificial intelligence target domain geologist conv1d rock...
Journal Articles
Journal: SPE Journal
SPE J. 28 (05): 2415–2424.
Paper Number: SPE-214357-PA
Published: 11 October 2023
... for purpose mitigating actions. Copyright © 2023 Society of Petroleum Engineers austria government upstream oil & gas europe government natural gas storage uae government leak gas storage intervention asia government data mining machine learning brine application integrity paper...
Journal Articles
Journal: SPE Journal
SPE J. 28 (05): 2365–2384.
Paper Number: SPE-211804-PA
Published: 11 October 2023
... applications of artificial intelligence (AI) in engineering aspects, researchers have adopted different ML approaches to detect Chan patterns without human intervention. upstream oil & gas africa government prediction mechanism united states government neural network data mining threshold...
Journal Articles
Journal: SPE Journal
SPE J. 27 (03): 1671–1689.
Paper Number: SPE-203952-PA
Published: 16 June 2022
... intelligence reservoir simulation fluid dynamics simulation model experiment data mining flow in porous media waterflooding error distribution water saturation oil saturation transmissibility upstream oil & gas full-physic simulation correspond representation machine learning modeling...

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