Improving Pipeline Magnetic Flux Leakage (MFL) Detection Performance With Mixed Attention Mechanisms (AMs) and Deep Residual Shrinkage Networks (DRSNs)
Author:
Affiliation:
1. School of Petroleum Engineering, Northeast Petroleum University, Daqing, China
2. School of Mechanical Science and Engineering, Northeast Petroleum University, Daqing, China
Funder
Training Plan of Young Innovative Talents in Heilongjiang Province Ordinary Undergraduate Universities Project
Natural Science Foundation of Heilongjiang Province
Postdoctoral Research Foundation of Heilongjiang Province
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/7361/10433867/10380537.pdf?arnumber=10380537
Reference24 articles.
1. Long-term stability of guided wave electromagnetic acoustic transducer systems
2. A Simplified Lift-Off Correction for Three Components of the Magnetic Flux Leakage Signal for Defect Detection
3. Development of Permanently Installed Magnetic Eddy Current Sensor for Corrosion Monitoring of Ferromagnetic Pipelines
4. An Improved Method for Pipeline Leakage Localization With a Single Sensor Based on Modal Acoustic Emission and Empirical Mode Decomposition With Hilbert Transform
5. Deep Learning for Magnetic Flux Leakage Detection and Evaluation of Oil & Gas Pipelines: A Review
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1. Multi-modality hierarchical attention networks for defect identification in pipeline MFL detection;Measurement Science and Technology;2024-08-05
2. Gearbox Fault Diagnosis Method in Noisy Environments Based on Deep Residual Shrinkage Networks;Sensors;2024-07-17
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