Title

Image Processing Techniques for Crack Detection in MPI of Springs

Journal title

Archives of Foundry Engineering

Yearbook

2024

Volume

vol. 24

Issue

No 1

Authors

Marciniak, Marcin M.

Affiliation

Marciniak, Marcin M. : Rzeszow University of Technology, Poland

Keywords

Non-destructive testing ; Magnetic particle inspection ; Coil spring ; image processing ; Crack detection

Divisions of PAS

Nauki Techniczne

Coverage

58-65

Publisher

The Katowice Branch of the Polish Academy of Sciences

Bibliography

[1] Gubeljak, N., Predan, J., Senčič, B. & Chapetti, M. (2014). Effect of residual stresses and inclusion size on fatigue resistance of parabolic steel springs. Materials Testing. 56(4), 312-317. DOI:10.3139/120.110567.
[2] Xu, C., Yilong L., Ming Y., Jiabang Y. & Xiang P. (2021). Effects of the ultra-sonic assisted surface rolling process on the fatigue crack initiation position distribution and fatigue life of 51CrV4 spring steel. Materials. 14(10), 2565, 1-19. DOI:10.3390/ma14102565.
[3] Yun, J.P., Choi, Dc., Jeon, Yj. et al., (2014). Defect inspection system for steel wire rods produced by hot rolling process. The International Journal of Advanced Manufacturing Technology. 70, 1625-1634. DOI:10.1007/s00170-013-5397-8.
[4] Perichiyappan, S. & Jagadeesha, T. (2021). Modelling and simulation of primary suspension springs used in Indian railways. Materials Today: Proceedings. 46(17), 8450-8454. DOI: 10.1016/j.matpr.2021.03.478.
[5] Kumar, S., Kumar, V., Nandi, R.K. et al. (2008). Investigation into surface defects arising in hot-rolled SUP 11A grade spring billets. Journal of Failure Analysis and Prevention. 8(6), 492-497. DOI:10.1007/s11668-008-9169-y.
[6] Filipović, M., Eriksson, C. & Överstam, H. (2006). Behaviour of surface defects in wire rod rolling. Steel research international. 77(6), 439-444, DOI:10.1002/srin.200606411.
[7] Matjeke, V.J., Van Der Merwe, J.W., Mukwevho, G. & Phasha, M.J. (2019). Thermal characteristics of spring steels used in railway bogies. SN Applied Sciences. 1, 1548, 1-8. DOI:10.1007/s42452-019-1546-5.
[8] Nagumo, Y., Tanifuji, K. & Imai, J. (2010). A basic study on wheel flange climbing using model wheelset. International Journal of Railway. 3(2), 60-67. DOI:10.1299/kikaic.74.242.
[9] The Rail Safety Inspection Office. (2021). Accident and incident investigation report: Derailment of the regional passenger train No. 21209 between Chvalkov and Vcelnicka operating control points. Retrieved November 7, 2023, from https://www.dicr.cz/files/uploads/Zpravy/MU/DI_Chvalkov_Vcelnicka_210715.pdf.
[10] Maass, M., Deutsch, W.A., Bartholomai, F. (2014). Magnetic Particle Inspection on train components. In 11th European Conference on Non-Destructive Testing, 6-11 October 2014 (pp. 1-9). Prague, Czech Republic.
[11] Deng, J., Singh, A., Zhou, Y., Lu, Y. & Lee, V.C.S. (2022). Review on computer vision-based crack detection and quantification methodologies for civil structures. Construction and Building Materials. 356, 129238. DOI:10.1016/j.conbuildmat.2022.129238.
[12] Mohan, A. & Poobal, S. (2018). Crack detection using image processing: A critical review and analysis. Alexandria Engineering Journal. 57(2), 787-798. DOI:10.1016/j.aej.2017.01.020.

Date

18.03.2024

Type

Article accepted

Identifier

DOI: 10.24425/afe.2024.149252