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Keywords: drilling parameters
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. October 2022, 144(10): 103201.
Paper No: JERT-21-2104
Published Online: March 3, 2022
... 03 03 2022 acoustic logs drilling parameters real-time adaptive neuro-fuzzy inference system support vector machines petroleum engineering petroleum wells-drilling/production/construction The rock acoustic data are considered a key log among the well logs data as it provides...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. April 2022, 144(4): 043203.
Paper No: JERT-21-1527
Published Online: July 16, 2021
... algorithms for building the sonic prediction models for drilling complex lithology rocks that have limestone, sandstone, shale, and carbonate formations. The input data for the models include the surface drilling parameters to predict the shear and compressional slowness. The study employed data set of 2888...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. February 2022, 144(2): 023001.
Paper No: JERT-21-1326
Published Online: May 13, 2021
.... , 1971 , “ Measurement of Formation Pressure From Drilling Data ,” Fall Meeting of the Society of Petroleum Engineers of AIME , New Orleans, LA , Oct. 3–6 , p. 11 . [40] Gowida , A. , and Elkatatny , S. , 2020 , “ Prediction of Sonic Wave Transit Times From Drilling Parameters While...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. September 2021, 143(9): 093004.
Paper No: JERT-20-1898
Published Online: May 3, 2021
... work or empirical correlation from logging data are time consuming and highly cost. To overcome these drawbacks, this paper utilized the help of artificial intelligence (AI) to predict (in a real-time) the rock strength from the drilling parameters using two AI tools. Random forest (RF) based...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. April 2019, 141(4): 042903.
Paper No: JERT-18-1278
Published Online: November 30, 2018
.... Most of the developed models used drilling parameters such as weight on bit (WOB), pumping rate (Q), and string revolutions per minute (RPM). Few researchers considered the effect of mud properties on ROP by including a small number of actual field measurements. This paper introduces a new robust model...