Correlation analysis between mechanical properties of steel materials and ultrasonic signals via electromagnetic acoustic transduction technology

Steel materials are widely used in sectors such as transportation and oil pipelines, making the detection of their mechanical properties critically important. This paper proposes an analytical method for yield strength, tensile strength, and elongation of steel materials based on the principle of the magnetostrictive effect. To validate the proposed method, an electromagnetic ultrasonic testing experiment was designed and conducted, from which relevant electromagnetic ultrasonic signal curves were obtained. Characteristic parameters were then extracted from these ultrasonic signals, followed by an analysis of the correlations between the characteristic parameters and mechanical property parameters. The experimental results show that the Pearson correlation coefficients between the magnetostrictive characteristic parameters and mechanical property parameters all exceed 0.85, and the relative standard deviations of all characteristic parameters are less than 10%.

Authors

Institutions

Publication Details

Journal
AIP Advances
Published
2025-07-01
DOI
https://doi.org/10.1063/5.0267306
Primary Topic
Ultrasonics and Acoustic Wave Propagation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Correlation analysis between mechanical properties of steel materials and ultrasonic signals via electromagnetic acoustic transduction technology

Jianfang Xin, Yi Wang, Jun Wang, Jing Zhou et al.
2 links
AIP Advances
Ultrasonics and Acoustic Wave Propagation
article

Correlation analysis between mechanical properties of steel materials and ultrasonic signals via electromagnetic acoustic transduction technology

Jianfang Xin, Yi Wang, Jun Wang, Jing Zhou, Jie Yang
article en

Abstract

Steel materials are widely used in sectors such as transportation and oil pipelines, making the detection of their mechanical properties critically important. This paper proposes an analytical method for yield strength, tensile strength, and elongation of steel materials based on the principle of the magnetostrictive effect. To validate the proposed method, an electromagnetic ultrasonic testing experiment was designed and conducted, from which relevant electromagnetic ultrasonic signal curves were obtained. Characteristic parameters were then extracted from these ultrasonic signals, followed by an analysis of the correlations between the characteristic parameters and mechanical property parameters. The experimental results show that the Pearson correlation coefficients between the magnetostrictive characteristic parameters and mechanical property parameters all exceed 0.85, and the relative standard deviations of all characteristic parameters are less than 10%.

AIP AdvancesVol. 15(7)
Nanjing Institute of Railway Technology (CN)
Openalex Percentile: Top 82%
Ultrasonics and Acoustic Wave Propagation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.