AI Applications in Production Engineering I

0900-0920 24072

Attention-based Bi-directional Long Short-term Memory For Sequence Shale Gas Forecasting.

M. FARGALLA, China University of Petroleum-Beijing

0920-0940 24075

Machine Learning Engine For ESP Condition Monitoring And Failure Prediction

M. Alhashem, R. Lastra Melo, Saudi Aramco PE&D

0940-1000 24084

Prediction Of Two-Phase Flow Regimes In Vertical Pipes Using Tree-Based Ensemble Models

H.A. Al-Sharifi, Petroleum Engineering Department, Hadhramout University, Mukalla, Yemen,; A.M. Al-khudafi, S.O. Baarimah, A.A. Al-gathe, Petroleum Engineering Department, Hadhramout University, Mukalla, Yemen

1000-1020 24126

Deep-learning Based Lstm Model For Production Data Analysis Of Hydraulically Fractured Wells

F. Zhang, China University of Petroleum, Beijing

Alternate 24210

Evaluation Of Machine Learning Techniques For ESP Diagnosis Using A Synthetic Time Series Dataset

M. Alhashem, R. Lastra Melo, Saudi Aramco PE&D

Alternate 24130

Research On Intelligent Optimization Of Intermittent Lift Systems For Low Production Wells

R. Zhao, Research Institute of Petroleum Exploration and Development; G. Ma, Research Institute of Petroleum Exploration & Development; J. Shi, Research Inst Petr Expl & Dev; X. Zhang, Research Institute of Petroleum Exploration and Development; S. Chen, Research Institute of Petroleum Exploration & Development; G. Chen, Research Institute of Petroleum Exploration and Development; C. Wang, Research Institute of Petroleum Exploration & Development

Alternate 24111

The Future Of Acid Corrosion Inhibitor Testing: A Machine Learning Solution

S. Ureiga, Saudi Aramco SAOO; T. Green, Aramco; N. Hajri, M. Javed, Saudi Aramco SAOO

Alternate 24149

"time Series Forecasting Of Petroleum Production Using Deep Lstm Recurrent Networks"

S. Tiwari, Rajiv Gandhi Institute Of petroleum Technology

Alternate 24223

Comparison Of Machine Learning Based Predictions With 3D Numerical Simulation Forecasts: A Case Study Using Volve Dataset

B. Auffray, T. Duval, G.P. Suzanne, Beicip-Franlab; J. Kouakou, F. Patacchini, A. Fornel, IFP Energies nouvelles

Alternate 24095

A Robust New Method For Optimizing Reservoir Production

C. Chen, CNOOC Limited

Alternate 24102

Deep Learning-assisted Forecasting For Petroleum Production Optimization

B.K. Tripathi, I. Kumar, A. Singh, Indian Institute of Technology Guwahati

2024 Technical Program

040 AI Applications in Production Engineering I

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