TY - GEN
T1 - A Simulation Method for Natural Magnetization of an Austenitic Stainless Steel Based on the Ising Model
AU - Chen, Hong En
AU - Wu, Lei
AU - Wang, Zhijun
AU - Wang, Xin
AU - Shi, Pengpeng
AU - Xie, Shejuan
AU - Chen, Zhenmao
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2026.
PY - 2026
Y1 - 2026
N2 - The natural magnetization method (NMM) is an emerging non-destructive testing technique capable to be applied to condition diagnostic of micro mechanical damage (e.g., plastic damage, fatigue damage) and residual stress in structures of typical austenitic stainless steel. Aiming to clarify the mechanism of the NMM and enhancing its detectability, a simulation method for the natural magnetization signals is proposed and validated in this paper. A two-dimension Ising model considering the paramagnetic and ferromagnetic domains was proposed to simulate the magnetization process of the SUS304 austenitic stainless steel, who’s austenite phase exhibits paramagnetic property, and its martensitic phases is ferromagnetic. The coupling interaction between the ferromagnetic domains are considered theoretically in this model. In order to evaluate the volume fractions between the austenitic and martensitic phases in the SUS304 stainless steel, plastic deformations of different state were introduced into the SUS304 steel specimens through tensile experiments. The volume fractions of the martensitic phase were then measured with a ferrite meter of electromagnetic mechanism for the new Ising model. The Monte Carlo method is adopted to calculate magnetization state of the austenitic stainless steel specimen in external weak magnetic fields. To validate the proposed simulation model, an experimental testing system was established and the magnetization state of the specimens with different plastic deformation were measured. The numerical calculation results of the new model and the Monte Carlo method were in good agreement with the experimental ones, which reveals that the new simulation method is efficient to analyze the natural magnetization signals, and applicable to clarify the magnetization mechanism of the SUS304 austenitic stainless steel due to plastic deformation.
AB - The natural magnetization method (NMM) is an emerging non-destructive testing technique capable to be applied to condition diagnostic of micro mechanical damage (e.g., plastic damage, fatigue damage) and residual stress in structures of typical austenitic stainless steel. Aiming to clarify the mechanism of the NMM and enhancing its detectability, a simulation method for the natural magnetization signals is proposed and validated in this paper. A two-dimension Ising model considering the paramagnetic and ferromagnetic domains was proposed to simulate the magnetization process of the SUS304 austenitic stainless steel, who’s austenite phase exhibits paramagnetic property, and its martensitic phases is ferromagnetic. The coupling interaction between the ferromagnetic domains are considered theoretically in this model. In order to evaluate the volume fractions between the austenitic and martensitic phases in the SUS304 stainless steel, plastic deformations of different state were introduced into the SUS304 steel specimens through tensile experiments. The volume fractions of the martensitic phase were then measured with a ferrite meter of electromagnetic mechanism for the new Ising model. The Monte Carlo method is adopted to calculate magnetization state of the austenitic stainless steel specimen in external weak magnetic fields. To validate the proposed simulation model, an experimental testing system was established and the magnetization state of the specimens with different plastic deformation were measured. The numerical calculation results of the new model and the Monte Carlo method were in good agreement with the experimental ones, which reveals that the new simulation method is efficient to analyze the natural magnetization signals, and applicable to clarify the magnetization mechanism of the SUS304 austenitic stainless steel due to plastic deformation.
KW - Austenitic stainless steel
KW - Ising model
KW - Martensite transformation
KW - Monte Carlo methodology
KW - Natural magnetization method
UR - https://www.scopus.com/pages/publications/105038489440
U2 - 10.1007/978-981-95-4345-8_20
DO - 10.1007/978-981-95-4345-8_20
M3 - 会议稿件
AN - SCOPUS:105038489440
SN - 9789819543441
T3 - Lecture Notes in Mechanical Engineering
SP - 199
EP - 215
BT - Advances in Condition Monitoring and Structural Health Monitoring, Volume 1 - Select Proceedings of WCCM 2024
A2 - Shen, Gongtian
A2 - Hu, Bin
A2 - Zhang, Junjiao
A2 - Gelman, Len
PB - Springer Science and Business Media Deutschland GmbH
T2 - 3rd World Congress on Condition Monitoring, WCCM 2024
Y2 - 15 October 2024 through 18 October 2024
ER -