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Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements

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dc.contributor.author Setshedi, Isaac I
dc.contributor.author Loveday, Philip W
dc.contributor.author Long, Craig S
dc.contributor.author Wilke, Daniel N
dc.date.accessioned 2019-11-27T07:56:44Z
dc.date.available 2019-11-27T07:56:44Z
dc.date.issued 2019-07
dc.identifier.citation Setshedi, I.I. et al. 2019. Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements. Ultrasonics, Vol. 96, pp. 240-252 en_US
dc.identifier.issn 0041-624X
dc.identifier.issn 1874-9968
dc.identifier.uri https://www.sciencedirect.com/science/article/pii/S0041624X18305092
dc.identifier.uri https://doi.org/10.1016/j.ultras.2018.12.015
dc.identifier.uri http://hdl.handle.net/10204/11231
dc.description Copyright: 2019 Elsevier. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, please consult the publisher's website. The definitive version of the work is published in Ultrasonics, Vol. 96, pp 240-252 en_US
dc.description.abstract Guided wave based monitoring systems require accurate knowledge of mode propagation characteristics such as wavenumber and group velocity dispersion curves. These characteristics may be computed numerically for a rail provided that the material and geometric properties of the rail are known. Generally, the rail properties are not known with sufficient accuracy and these properties also change due to temperature, rail wear and rail grinding. An automated procedure is proposed to estimate material and geometric properties of a rail by finding the properties which, when input into a Semi-Analytical Finite Element (SAFE) model, accurately reproduce measured dispersion characteristics. Pulse-echo measurements were performed and spectrograms show the reflections from aluminothermic welds of three modes of propagation. The SAFE method was used to solve the forward problem of predicting the dispersion characteristics for specified rail properties. Dispersion curves are computed for different combinations of Poisson’s ratio and three geometric parameters. These dispersion curves are scaled to cover a range of longitudinal speeds of sound of the rail material. A technique is developed to determine which SAFE model provided the best fit to the experimental measurements. The technique does not require knowledge of the distances to the reflectors; rather these distances are estimated as part of the proposed procedure. A SAFE model with the estimated rail parameters produced dispersion curves and distances in very good agreement with the measured spectrograms. In addition, the estimated mean geometric parameters agreed with the measured profile of the rail head. en_US
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.relation.ispartofseries Workflow;22884
dc.subject Inverse problem en_US
dc.subject Rail en_US
dc.subject Ultrasonic guided waves en_US
dc.subject Semi-analytical finite element method en_US
dc.subject Property estimation en_US
dc.title Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements en_US
dc.type Article en_US
dc.identifier.apacitation Setshedi, I. I., Loveday, P. W., Long, C. S., & Wilke, D. N. (2019). Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements. http://hdl.handle.net/10204/11231 en_ZA
dc.identifier.chicagocitation Setshedi, Isaac I, Philip W Loveday, Craig S Long, and Daniel N Wilke "Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements." (2019) http://hdl.handle.net/10204/11231 en_ZA
dc.identifier.vancouvercitation Setshedi II, Loveday PW, Long CS, Wilke DN. Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements. 2019; http://hdl.handle.net/10204/11231. en_ZA
dc.identifier.ris TY - Article AU - Setshedi, Isaac I AU - Loveday, Philip W AU - Long, Craig S AU - Wilke, Daniel N AB - Guided wave based monitoring systems require accurate knowledge of mode propagation characteristics such as wavenumber and group velocity dispersion curves. These characteristics may be computed numerically for a rail provided that the material and geometric properties of the rail are known. Generally, the rail properties are not known with sufficient accuracy and these properties also change due to temperature, rail wear and rail grinding. An automated procedure is proposed to estimate material and geometric properties of a rail by finding the properties which, when input into a Semi-Analytical Finite Element (SAFE) model, accurately reproduce measured dispersion characteristics. Pulse-echo measurements were performed and spectrograms show the reflections from aluminothermic welds of three modes of propagation. The SAFE method was used to solve the forward problem of predicting the dispersion characteristics for specified rail properties. Dispersion curves are computed for different combinations of Poisson’s ratio and three geometric parameters. These dispersion curves are scaled to cover a range of longitudinal speeds of sound of the rail material. A technique is developed to determine which SAFE model provided the best fit to the experimental measurements. The technique does not require knowledge of the distances to the reflectors; rather these distances are estimated as part of the proposed procedure. A SAFE model with the estimated rail parameters produced dispersion curves and distances in very good agreement with the measured spectrograms. In addition, the estimated mean geometric parameters agreed with the measured profile of the rail head. DA - 2019-07 DB - ResearchSpace DP - CSIR KW - Inverse problem KW - Rail KW - Ultrasonic guided waves KW - Semi-analytical finite element method KW - Property estimation LK - https://researchspace.csir.co.za PY - 2019 SM - 0041-624X SM - 1874-9968 T1 - Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements TI - Estimation of rail properties using semi-analytical finite element models and guided wave ultrasound measurements UR - http://hdl.handle.net/10204/11231 ER - en_ZA


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