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Machine Learning and Innovative Approach in Reservoir Management: Case Studies

Thursday, 9 May
610
Technical / Poster Session
In this technical session, the authors will present innovative approaches leverage vast amounts of data for reservoir monitoring and optimize production processes, leading to substantial improvements in decision-making and operational outcomes and also present some case studies powered by machine learning to optimize resource recovery.
Chairperson(s)
Kevin Bradford, Regional Discipline Advisor- Geophysics - Shell
Sponsoring Society:
  • American Association of Petroleum Geologists (AAPG)
  • 1400-1418 35477
    Blowout Contingency Decision-Making Leveraging Pressure Modeling: Cap-and-Restrain or Cap-and-Divert?
    A. Khouissat, A. Michael, University of North Dakota
  • 1420-1438 35271
    Successful Advanced Foam Slug Injection to Inhibit Bottom Hot-Water Condensate Zone Channeling in First Horizontal Well Steam Flooding Pilot, Bohai Bay, China
    K. Ma, Y. Wang, G. Pan, H. Li, L. Yang, CNOOC China Limited Tianjin Branch, Tianjin, China
  • 1440-1458 35037
    Exploring an Alternative Approach for Predicting Relative Permeability Curves from Production Data: A Comparative Analysis Employing Machine and Deep Learning Techniques
    A. Gharieb, A. Elshaafie, Khalda Petroleum Company (Apache Egypt JV); M. Adel Gabry, University of Houston; A. Algarhy, Marietta College; M. Elsawy, Khalda Petroleum Company (Apache Egypt JV); N. Darraj, Imperial College London
  • 1500-1518 35413
    New Opportunities in Well and Reservoir Surveillance Using Multiple Downhole Pressure Gauges in Deepwater Injector Wells
    P. Pankaj, ExxonMobil Technology and Engineering Company; E. Romero, ExxonMobil Upstream Integrated Solutions; M. Jackson, ExxonMobil Technology and Engineering Company
  • 1520-1538 35295
    Unlocking Offshore Brownfield's Oil Reserves: A Pioneering Approach with Acid Stimulation and Diversion Methods - Insights from the Gulf of Suez
    A. Hegazy, E. Abdel Hakim, A. Ramadan, General Petroleum Company; K. Saleh, A. El Hawy, M. Al-Mansour, M. Galal, SLB
  • 1540-1558 35316
    Innovative and Technological Approaches to Mitigate Produced Water Reinjection Losses in Mature Fields: Challenges and Solutions
    F. Carvalho, A. Orlando Junior, B.M. Freiman, C. Furtado, E.P. dos Santos Sousa, G. Moraes, H.L. Pereira, J. Pereira, L.C. de Sousa Junior, M. Rachid, M. Costa, R.A. Chaves, Petrobras
  • 1600-1618 35103
    Taming a Giant: Reservoir Management Strategies to Deal With the Initial Uncertainties in Buzios Field
    M.A. Gomes, L.N. Bukahi, J.P. Carneiro de Assis, P.R. da Motta Pires, T.P. Sampaio, T.C. de Sant'ana, P.A. Nogueira Souza de Oliveira Vale, Petrobras

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