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Irregular Defect Size Estimation for the Magnetic Flux Leakage Detection System via Expertise-Informed Collaborative Network

IEEE transactions on industrial electronics (1982. Print)
Defect size estimation plays a vital role in pipeline risk level assessment for the magnetic flux leakage (MFL) detection system. However, the estimation of irregular defect sizes always suffers from low accuracy and poor stability, mainly because they ...
Lei Wang   +4 more
semanticscholar   +1 more source

Designing and Investigating a Nondestructive Magnetic Flux Leakage Detection System for Quantitatively Identifying Wire Defects

IEEE Sensors Journal, 2022
In-haul cables must be examined and maintained regularly to ensure the smooth operation of cable-stayed bridges. The magnetic flux leakage (MFL) detection method is being applied increasingly commonly to inspect defects.
Dawei Ding, Jialei Lu, Fengyu Xu
semanticscholar   +1 more source

An Intelligent Defect Detection Approach Based on Cascade Attention Network Under Complex Magnetic Flux Leakage Signals

IEEE transactions on industrial electronics (1982. Print), 2023
Magnetic flux leakage (MFL) detection robots are broadly employed in acquiring MFL signals to detect pipeline defects. However, influenced by the complex pipeline environments, the accuracy of defect detection under complex MFL signals is undesirable. To
Jinhai Liu   +4 more
semanticscholar   +1 more source

A Characteristic Approximation Approach to Defect Opening Profile Recognition in Magnetic Flux Leakage Detection

IEEE Transactions on Instrumentation and Measurement, 2021
Defect opening profile recognition is a common problem in magnetic flux leakage (MFL) detection, while the traditional defect edge detection methods are not accurate enough.
Yue Long   +4 more
semanticscholar   +1 more source

Application and Development of Oil Pipeline Magnetic Flux Leakage Detection Based on Machine Learning Algorithm

2024 6th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP)
In order to evaluate the condition of oil pipeline, the main nondestructive testing method currently used is magnetic flux leakage testing technology.
Zheng Wang   +4 more
semanticscholar   +1 more source

A Novel Cascaded Deep Learning Model for the Detection and Quantification of Defects in Pipelines via Magnetic Flux Leakage Signals

IEEE Transactions on Instrumentation and Measurement, 2023
In this article, we present a machine learning-based quantitative method for the interpretation of signals gathered from nondestructive testing (NDT) of steel pipelines via a semi-autonomous in-line-inspection (ILI) robot.
Veysel Yuksel   +5 more
semanticscholar   +1 more source

Research and Application of Magnetic Flux Leakage Internal Detection Technology for Small-Diameter Pipelines in Huabei Oilfield

Journal of Physics: Conference Series
Small caliber pipelines in Huabei Oilfield are widely distributed and transport complex media. In the complex geographical environment, they face various potential risks and challenges, such as the occurrence of defects such as corrosion, cracks ...
Bing Li   +8 more
semanticscholar   +1 more source

The Optimization Method of Magnetic Flux Leakage Detection Equipment in Rail Surface Inspection Based on Finite Element Simulation

Integrated Ferroelectrics
The parameters of the magnetic excitation circuit can significantly impact the Magnetic Flux Leakage (MFL) signal of rail inspection. This research proposes a unique approach for optimizing the parameter of the magnetic excitation circuit in MFL ...
Wendong Gong   +3 more
semanticscholar   +1 more source

Design and Performance Study of a Magnetic Flux Leakage Pig for Subsea Pipeline Defect Detection

Journal of Marine Science and Engineering
Subsea pipelines, operating in high-pressure and high-salinity conditions, face ongoing risks of leakage. Pipeline leaks can pollute the marine environment and, in severe cases, cause safety incidents, endangering human lives and property.
Fei Qu   +4 more
semanticscholar   +1 more source

A New Micro Magnetic Bridge Probe in Magnetic Flux Leakage for Detecting Micro-cracks

Journal of Nondestructive Evaluation, 2018
Magnetic flux leakage (MFL) testing has been widely used as an efficient non-destructive testing method to detect damage in ferromagnetic materials. It’s of great importance to improve the testing capability of MFL sensors. In this paper, a micro magnetic bridge method in MFL of high sensitivity is proposed to detect micro-cracks.
Erlong Li   +3 more
openaire   +1 more source

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