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Machine learning based rate optimization under geologic uncertainty

  • Published:2021-12 Issue: Volume:207 Page:109116
  • ISSN:0920-4105
  • Container-title:Journal of Petroleum Science and Engineering
  • language:en
  • Short-container-title:Journal of Petroleum Science and Engineering

Author:

Sen DeepthiORCID,Chen Hongquan,Datta-Gupta Akhil,Kwon Joseph,Mishra Srikanta

Funder

US Department of Energy

Publisher

Elsevier BV

Subject

Geotechnical Engineering and Engineering Geology,Fuel Technology

Reference51 articles.

1. Simulating the behavior of reservoirs with convolutional and recurrent neural networks;Alakeely;SPE Reservoir Eval. Eng.,2020

2. Optimal waterflood management using rate control;Alhuthali;SPE Reservoir Eval. Eng.,2007

3. Optimal rate control under geologic uncertainty;Alhuthali,2008

4. Maximization of water sweep efficiency by controlling production and injection rates;Asheim,1988

5. Optimization of recovery in waterfloods with bang-bang control in reservoirs with subsidence and uplift;Balaji,2017
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