Utilization of adaptive neuro-fuzzy interference system and functional network in prediction of total organic carbon content

被引:0
作者
Osama Siddig
Hany Gamal
Pantelis Soupios
Salaheldin Elkatatny
机构
[1] King Fahd University of Petroleum and Minerals,Department of Petroleum Engineering
来源
SN Applied Sciences | 2022年 / 4卷
关键词
Total organic carbon; Well logs; Devonian shale; Functional network; Adaptive neuro-fuzzy interference system;
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  • [1] Tang H(2019)Investigating the pressure characteristics and production performance of liquid-loaded horizontal wells in unconventional gas reservoirs J Pet Sci Eng 176 456-465
  • [2] Sun Z(2019)Estimating thermal maturity of organic-rich shale from well logs: Case studies of two shale plays Fuel 235 1195-1206
  • [3] He Y(2021)Smart proxy modeling of a fractured reservoir model for production optimization: implementation of metaheuristic algorithm and probabilistic application Nat Resour Res 30 2431-2462
  • [4] Chai Z(2021)Optimization of WAG in real geological field using rigorous soft computing techniques and nature-inspired algorithms J Pet Sci Eng 206 109038-630
  • [5] Hasan AR(2020)Applying hybrid support vector regression and genetic algorithm to water alternating CO 2 gas EOR Greenh Gases Sci Technol 10 613-33287
  • [6] Killough J(2020)Pore-scale 3D dynamic modeling and characterization of shale samples: considering the effects of thermal maturation J. Geophys. Res. Solid Earth 188 33274-16
  • [7] Zhao P(2020)A new and reliable dual model- and data-driven TOC prediction concept: A TOC logging evaluation method using multiple overlapping methods integrated with semi-supervised deep learning J Pet Sci Eng 45 1-354
  • [8] Ostadhassan M(2021)Modeling of methane adsorption capacity in shale gas formations using white-box supervised machine learning techniques J Pet Sci Eng 20 339-643
  • [9] Shen B(2020)Modeling solubility of sulfur in pure hydrogen sulfide and sour gas mixtures using rigorous machine learning methods Int J Hydrogen Energy 97 634-80
  • [10] Liu W(2015)Differences and relations between unconventional and conventional oil and gas China Pet Explor 175 72-678