Quantitative prediction of residual stress and hardness in case-hardened steel based on the Barkhausen noise measurement

A Sorsa, K Leiviskä, S Santa-aho, T Lepistö - Ndt & E International, 2012 - Elsevier
The aim of this study is to predict residual stress and hardness of a case-hardened steel
samples based on the Barkhausen noise measurements. A data-based approach for …

Quantitative evaluation of residual stress and surface hardness in deep drawn parts based on magnetic Barkhausen noise technology

H Dong, X Liu, Y Song, B Wang, S Chen, C He - Measurement, 2021 - Elsevier
In this study, the method of magnetic Barkhausenn noise (MBN) and tangential magnetic
field (TMF) was employed for achieving simultaneous, quantitative prediction of residual …

Feature extraction and evaluation for quantitative prediction of hardness in bearing steel based on magnetic Barkhausen noise

C Hang, W Liu, G Dobmann, W Chen, P Wang, K Li - NDT & E International, 2023 - Elsevier
In this paper, magnetic Barkhausen noise (MBN) is employed to quantitatively predict the
hardness of GCr15 bearing steel. Firstly, to thoroughly investigate the relationship between …

Effect of microstructure changes on Barkhausen noise properties and hysteresis loop in cold rolled low carbon steel

H Kikuchi, K Ara, Y Kamada… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Low carbon steel specimens cold rolled at ratios of 0-40% have been examined
comprehensively by means of magnetic Barkhausen noise (MBN) method and a physical …

Induction hardened layer characterization and grinding burn detection by magnetic Barkhausen noise analysis

A Lasaosa, K Gurruchaga, F Arizti… - Journal of …, 2017 - Springer
The quality of the ball screw shafts used in the aeronautical sector has to be controlled and
certified with the most advanced non-destructive techniques. The capacity of magnetic …

[PDF][PDF] Material characterization using Barkhausen noise analysis technique—a review

B Nahak - Indian Journal of Science and …, 2017 - sciresol.s3.us-east-2.amazonaws …
Abstract Background/Objective: Material characterization is an essential part during
manufacturing cycle of component as it assesses the surface integrity of component …

Magnetic Barkhausen emission measurements for evaluation of material properties in gears

V Moorthy, BA Shaw - Nondestructive Testing and Evaluation, 2008 - Taylor & Francis
The magnetic Barkhausen emission (MBE) technique is considered as a potential non-
destructive evaluation (NDE) method for assessing material properties in case-hardened …

Application of Machine Learning Techniques to Determine Surface Hardness Based on the Barkhausen Effect

C Krause, B Uysal, M Engler, C Radek… - HTM Journal of Heat …, 2022 - degruyter.com
Ensuring product and part quality impacts manufacturing productivity, efficiency and
profitability. The goal of every manufacturing company is to quickly identify reduced quality …

Comprehensive analysis of Barkhausen noise properties in the cold rolled mild steel

T Liu, H Kikuchi, Y Kamada, K Ara, S Kobayashi… - Journal of magnetism …, 2007 - Elsevier
Low carbon steel specimens cold rolled at ratios of 0%, 5%, 10%, 20% and 40% have been
comprehensively investigated by magnetic Barkhausen noise method, and their …

Grinding burn detection via magnetic Barkhausen noise analysis independently of induction hardened depth

K Gurruchaga, A Lasaosa, I Artetxe… - Materials, 2023 - mdpi.com
The electromagnetic technique based on magnetic Barkhausen noise (MBN) can be used to
control the quality of ball screw shafts non-destructively, although identifying any slight …