专题：Oil and Gas Production Techniques

This cluster of papers focuses on the application of various diagnostic techniques, including machine learning, fault diagnosis, and predictive maintenance, in oil wells. The topics covered include artificial lift systems, electric submersible pumps, sucker rod pumping, progressing cavity pumps, and energy-saving strategies.
最新文献
Homotypic multi-source joint representation with dynamic hierarchical feature tracing in hybrid Walsh–frequency domain for prior knowledge-constrained fault diagnosis of multi-cylinder drilling pumps

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Physically Oriented SAGD Profitability Model for High-Viscosity Oil Fields

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A Machine Learning-Based Optimisation Framework for Estimating Gas Injection and Enhancing Oil Recovery in Petroleum Reservoirs

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Machine learning–based PSO optimization of SiO₂-TOMAC nanocomposites for efficient crude oil demulsification

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Cavitation Monitoring in Rotating Hydraulic Machines Using Machine Learning—A Review

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Real-Time Sand Transport Detection in an Offshore Hydrocarbon Well Using Distributed Acoustic Sensing-Based VSP Technology: Field Data Analysis and Operational Insights

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Application of Machine Learning for Effective Screening of Enhanced Oil Recovery Methods

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A review of fault diagnosis and prognosis for oil pumping machines

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Analysis of Modern Challenges and Technological Solutions in Natural Gas Production at Fields with Complex Geological Structure: A Review

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Machine learning approaches and multiphase flow characteristics for advancing virtual flow metering

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近5年高被引文献
Fundamentals of Enhanced Oil Recovery

book Full Text OpenAlex 329 FWCI0.4545

Oil well production prediction based on CNN-LSTM model with self-attention mechanism

article Full Text OpenAlex 225 FWCI27.3937

A comparative machine learning study for time series oil production forecasting: ARIMA, LSTM, and Prophet

article Full Text OpenAlex 222 FWCI20.5818

A novel adaptive convolutional neural network for fault diagnosis of hydraulic piston pump with acoustic images

article Full Text OpenAlex 176 FWCI15.3355

Intelligent fault identification of hydraulic pump using deep adaptive normalized CNN and synchrosqueezed wavelet transform

article Full Text OpenAlex 166 FWCI13.6395

Intelligent Drilling and Completion: A Review

article Full Text OpenAlex 142 FWCI12.6861

Formation, stabilization and chemical demulsification of crude oil-in-water emulsions: A review

article Full Text OpenAlex 132 FWCI11.7585

A review of vibration analysis and its applications

review Full Text OpenAlex 125 FWCI4.0917

A parallel deep neural network for intelligent fault diagnosis of drilling pumps

article Full Text OpenAlex 108 FWCI17.0063

A Numerical Investigation on Kick Control with the Displacement Kill Method during a Well Test in a Deep-Water Gas Reservoir: A Case Study

article Full Text OpenAlex 101 FWCI17.4975