Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Modeling for detecting weld defects based on magneto-optical imaging

Not Accessible

Your library or personal account may give you access

Abstract

A magneto-optical (MO) imaging nondestructive testing (NDT) method for ferromagnetic weldments has been proposed. The mechanism of MO imaging was analyzed by the Faraday MO effect, magnetic domain theory, and magnetic hysteresis loops. Then, the relation between MO images and their corresponding excitation voltages was investigated. To explain the MO imaging system, magnetic domain distribution models of various welding states were established. These models are excited by two kinds of magnetic fields. One is the external magnetic field (Hex), and the other is a weldment remanence field (Mr) after Hex is removed. Relations of magnetic field excitation voltages, thickness of the spacer plate, and the corresponding MO images were also researched, which indicates the proposed NDT method can be used to detect incomplete penetration defect. Then, an experiment that uses MO imaging to detect the defects of high-strength steel (HSS) weldment was performed. Experimental results proved this method can detect crack, sag, and incomplete penetration of weldment effectively. Finally, a series of welded joint MO images of the HSS weldment were captured, which are used as the input data of the defect classification model established by using principal component analysis and an error backpropagation neural network, and the accuracy of this classification model can achieve 92.8%.

© 2018 Optical Society of America

Full Article  |  PDF Article
More Like This
Magneto-optical imaging feature extraction of micro-gap weld joint under nonuniform magnetic field excitation

Xiangdong Gao, Yanfeng Li, Tingyan Chen, Perry P. Gao, and Yanxi Zhang
Appl. Opt. 58(2) 291-301 (2019)

Magneto-optical imaging characteristics of weld defects under alternating magnetic field excitation

Xiangdong Gao, Nvjie Ma, and Liangliang Du
Opt. Express 26(8) 9972-9983 (2018)

Multi-angle excited MOI and image processing strategies specified for detection of orthogonal weld defects

Congyi Wang, Xiangdong Gao, Nvjie Ma, Qianwen Liu, Guiqian Liu, and Yanxi Zhang
Opt. Express 30(2) 1280-1292 (2022)

Cited By

You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Figures (15)

You do not have subscription access to this journal. Figure files are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Tables (2)

You do not have subscription access to this journal. Article tables are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Equations (14)

You do not have subscription access to this journal. Equations are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.