journal article·2018-05-01Open access

Micromagnetic measurement for characterization of ferromagnetic materials’ microstructural properties

Shuo Zhang, Xiaodong Shi, Lalita Udpa, Yiming Deng

AIP Advances· Volume 8· Issue 5

Abstract

Magnetic Barkhausen noise (MBN) is measured in low carbon steels and the relationship between carbon content and parameter extracted from MBN signal has been investigated. The parameter is extracted experimentally by fitting the original profiles with two Gaussian curves. The gap between two peaks (ΔG) of fitted Gaussian curves shows a better linear relationship with carbon contents of samples in the experiment. The result has been validated with simulation by Monte Carlo method. To ensure the sensitivity of measurement, advanced multi-objective optimization algorithm Non-dominant sorting genetic algorithm III (NSGA III) has been used to fulfill the optimization of the magnetic core of sensor.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Magnetic Properties and Applications · Non-Destructive Testing Techniques · Microstructure and Mechanical Properties of Steels

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

NDE Laboratory, Department of Electrical and Computer Engineering, Michigan State University , East Lansing, USA

Funding

U.S. Department of Transportation

References (10)

Show source-provided references
1. A model for the influence of microstructural defects on magnetic Barkhausen noise in plain steels10.1016/j.jmmm.2004.09.134 ↗
2. On the shape of the magnetic Barkhausen noise profile for better revelation of the effect of microstructures on the magnetisation process in ferritic steels10.1016/j.jmmm.2015.06.008 ↗
3. N. P. Gaunkar, “Magnetic hysteresis and Barkhausen noise emission analysis of magnetic materials and composites,” Ph.D. thesis, Iowa State University (2014).
4. A fast and elitist multiobjective genetic algorithm: NSGA-II10.1109/4235.996017 ↗
5. Numerical evidence for critical behavior of the two-dimensional nonequilibrium zero-temperature random field Ising model10.1103/physrevlett.106.175701 ↗
6. Monte Carlo simulation for Barkhausen noise10.1109/tmag.2004.824589 ↗
7. A study on magnetic Barkhausen emission using Monte Carlo simulation10.1784/insi.2012.54.5.262 ↗
8. Monte Carlo simulation for magnetic dynamic process of deformed micro magnetic clusters10.1109/tmag.2006.872514 ↗
9. Multi-parameter evaluation of magnetic Barkhausen noise in carbon steel10.1007/s10921-016-0358-4 ↗
10. On the influence of tempered microstructures on magnetic Barkhausen emission in ferritic steels10.1080/01418619808214266 ↗