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
Fault diagnosis of hydro-turbine via the incorporation of bayesian algorithm optimized CNN-LSTM neural network

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Remarkable improvement in drilling fluid properties with graphitic-carbon nitride for enhanced wellbore stability

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Group Optimization and Modeling of Mechanized Wells Operating in Intermittent Mode

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Empowering Drilling and Optimization with Generative AI

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Performance of vibration and current signals in the fault diagnosis of induction motors using deep learning and machine learning techniques

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Ensemble machine learning-based virtual multiphase flow metering in high gas/oil ratio and water-cut reservoirs

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Analysis of flow and energy dissipation in pump turbine with small guide vane opening

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Unsteady flow analysis in a pump as turbine impeller based on proper orthogonal decomposition and dynamic mode decomposition methods

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Enhancing safety and resilience of ageing land-based LNG Tank structures through digital healthcare engineering: a feasibility assessment in seismic environments

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A data-driven intelligent fault diagnosis framework for permanent magnet in PMSM

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近5年高被引文献
A Survey of Deep Active Learning

review Full Text OpenAlex 929 FWCI104.69885276

INFO: An efficient optimization algorithm based on weighted mean of vectors

article Full Text OpenAlex 696 FWCI122.54411067

A review of the application of deep learning in intelligent fault diagnosis of rotating machinery

review Full Text OpenAlex 508 FWCI75.83314937

Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study

article Full Text OpenAlex 458 FWCI44.10052576

Application of machine learning and artificial intelligence in oil and gas industry

article Full Text OpenAlex 452 FWCI55.43410191

Fundamentals of Enhanced Oil Recovery

book Full Text OpenAlex 328 FWCI0.28398792

Forecasting monthly gas field production based on the CNN-LSTM model

article Full Text OpenAlex 323 FWCI56.95215503

Fault diagnosis of hydro-turbine via the incorporation of bayesian algorithm optimized CNN-LSTM neural network

article Full Text OpenAlex 231 FWCI143.86201144

Fault Diagnosis and Fault-Tolerant Control of PMSM Drives–State of the Art and Future Challenges

article Full Text OpenAlex 219 FWCI32.69184983

Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals

article Full Text OpenAlex 209 FWCI31.19907129