Utilization of machine learning for the estimation of production rates in wells operated by electrical submersible pumps

被引：0
|
作者：
Agwu, Okorie Ekwe [1 ,2 ]
Alkouh, Ahmad [3 ]
Alatefi, Saad [3 ]
Azim, Reda Abdel [4 ]
Ferhadi, Razaq [4 ]
机构：
[1] Petroleum Engineering Department, Universiti Teknologi PETRONAS, Perak Darul Ridzuan, Seri Iskandar,32610, Malaysia
[2] Centre of Research in Enhanced Oil Recovery, Institute of Hydrocarbon Recovery, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia
[3] Department of Petroleum Engineering Technology, College of Technological Studies, PAAET, Kuwait City, Kuwait
[4] Petroleum Engineering Department, American University of Kurdistan, Sumel,42003, Iraq
来源：
Journal of Petroleum Exploration and Production | 2024年 / 14卷 / 05期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Neural network models
引用
收藏
页码：1205 / 1233
相关论文
共 50 条
  • [1] Utilization of machine learning for the estimation of production rates in wells operated by electrical submersible pumps
    Agwu, Okorie Ekwe
    Alkouh, Ahmad
    Alatefi, Saad
    Azim, Reda Abdel
    Ferhadi, Razaq
    JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2024, 14 (05) : 1205 - 1233
  • [2] Utilization of machine learning for the estimation of production rates in wells operated by electrical submersible pumps
    Okorie Ekwe Agwu
    Ahmad Alkouh
    Saad Alatefi
    Reda Abdel Azim
    Razaq Ferhadi
    Journal of Petroleum Exploration and Production Technology, 2024, 14 : 1205 - 1233
  • [3] The Effects of Corrosion Problems on the Performance of Oil Wells Operated with Electrical Submersible Pumps: Lessons Learned
    Al-karawi M.A.
    Al-Azrgy M.K.
    Aljarah A.M.
    Alfarge D.
    Journal of Bio- and Tribo-Corrosion, 2023, 9 (03)
  • [4] Production management of electrical submersible pumps
    McLean, Dan
    Clay, Roger
    Gould, Wayne
    JPT, Journal of Petroleum Technology, 1998, 50 (10): : 44 - 46
  • [5] Machine Learning Approach for Predictive Maintenance of the Electrical Submersible Pumps (ESPs)
    Abdalla, Ramez
    Samara, Hanin
    Perozo, Nelson
    Carvajal, Carlos Paz
    Jaeger, Philip
    ACS OMEGA, 2022, 7 (21): : 17641 - 17651
  • [6] Production management of electrical submersible pumps
    不详
    JOURNAL OF PETROLEUM TECHNOLOGY, 1998, 50 (10): : 44 - +
  • [7] THERMAL INVESTIGATION OF WELLS EXPLOITED BY SUBMERSIBLE ELECTRICAL CENTRIFUGAL PUMPS
    VALIULLIN, RA
    FEDOTOV, VY
    YARULLIN, RK
    ERSHOV, AM
    IGNATEV, VM
    BULGAKOV, RB
    PATSKOV, LL
    NEFTYANOE KHOZYAISTVO, 1989, (05): : 46 - 49
  • [8] Design of electrical submersible pumps in methane hydrate production wells: A case study in Nankai trough methane hydrates
    Merey, Sukru
    Aydin, Hakki
    Eren, Tuna
    UPSTREAM OIL AND GAS TECHNOLOGY, 2020, 5
  • [9] Estimation and prediction of motor load torque applied to electrical submersible pumps
    Ferreira Machado, Andre Paulo
    Resende, Cassius Zanetti
    Cavalieri, Daniel Cruz
    CONTROL ENGINEERING PRACTICE, 2019, 84 : 284 - 296
  • [10] System Identification Methodology For Oil Production Wells With Electrical Submersible Pumping
    Prada Mejia, Jorge Andres
    Angel Silva, Luis
    Pena Florez, Julian Andres
    2018 INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN ELECTRICAL, ELECTRONICS & COMMUNICATION ENGINEERING (ICRIEECE 2018), 2018, : 2453 - 2458
12345