Revolutionizing Reservoir Management with Machine Learning: Enhancing Efficiency and Decision-Making in the Oil and Gas Industry

Author:

Chandramauli Awadhesh1,Sapaev B.2,Alzubaidi Laith H.3,Pathak Shriram4,Rai Anjani Kumar5,Vennila C.6,Mouli Kathi Chandra7

Affiliation:

1. Uttaranchal University,Uttaranchal Institute of Technology,Department of Civil Engineering,Dehradun,India,248007

2. Alfraganus University,Faculty of Medicine,Department of Pharmaceuticals and Chemistry,Tashkent,Uzbekistan

3. The Islamic University,Najaf,Iraq

4. IES University,IES Institute of Technology and Management,Department of Mechanical Engineering,Bhopal,Madhya Pradesh,India,462044

5. GLA University,Department of CEA,MATHURA,India

6. Prince Shri Venkateshwara Padmavathy Engineering College,S&H,Chennai,India,127

7. GRIET,Hyderabad,Telangana,India

Publisher

IEEE

Reference12 articles.

1. Derivative-free optimization for generalized oil field development;Isebor,2013

2. Reduced-order modeling for oil-water and compositional systems, with application to data assimilation and production optimization;He,2013

3. Parallel reservoir simulation using a specific software framework (SPE 163653);Maliassov

4. A trajectory piecewise-linear approach to model order reduction and fast simulation of nonlinear circuits and micromachined devices

5. A new method to predict production of oilfields in ultrahigh water-cut stage [J];Zhong;Fault-Block Oil and Gas Field,2011

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