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Predicting the fatigue life of an AlSi10Mg alloy manufactured via selective laser melting by using data from Computed Tomography

DOI:10.1016/j.addma.2019.100899 期刊:Additive Manufacturing 出版年份:2019 更新时间:2025-09-19 17:13:59
摘要: A modelling strategy is proposed to evaluate the influence of defect morphology on the fatigue limit of additively manufactured Al alloys by: (i) obtaining an x-ray micro-computed tomography (μ-CT) 3D image of the material, (ii) computing the Equivalent Inertia Ellipse of each individual pore, (iii) modelling the influence of the defect on the fatigue limit through the DSG approach and, (iv) 3D mapping the criticality of each individual defect. For this fatigue study, an AlSi10Mg alloy was manufactured by selective laser melting using sub-optimal deposition parameters in order to produce large lack-of-fusion defects. After a T6 heat treatment, tension-compression fatigue tests, with R = -1, were conducted on specimens oriented with their loading axis either parallel or normal to the Z-axis of the additive manufacturing equipment. Two samples were characterised before μ-CT testing in order to characterise the initial 3D defect population. Each sample was fatigued step by step in order to determine the fatigue limit. The fracture surface was then carefully observed using a scanning electron microscope (SEM) in order to identify the critical defect in the initial μ-CT image. A comparison with the fatigue results led to the following conclusions: (i) when the longest axis of the defect is perpendicular to the load axis, modelling the defect as an equivalent inertia prolate ellipse gives better results (5 % error on the fatigue limit) than modelling it as a simple equivalent sphere (22 % error on the fatigue limit), (ii) the prolate ellipse is not relevant when the longest axis of the defect is oriented along the loading axis; in this case an oblate equivalent ellipse should be used, (iii) the concept of ‘size’ for a complex 3D shaped defect should be linked to the inertia and the loading, (iv) with this approach, surface defects are shown to be more critical than internal ones for fatigue life and, (v) a 3D defect criticality map of the entire sample can be plotted to provide visual feedback on which defects are the most critical for fatigue life.
作者: Yves Nadot,Carole Nadot-Martin,Wen Hao Kan,Sarah Boufadene,Matthew Foley,Julie Cairney,Gwéna?lle Proust,Lionel Ridosz
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To study and model the effect of pore size, shape, orientation, and distance from the free surface on the High Cycle Fatigue (HCF) life of an SLM-fabricated AlSi10Mg alloy subjected to a T6 heat treatment.

The study concluded that defect morphology significantly influences the fatigue life of AlSi10Mg alloys manufactured via selective laser melting. The DSG criterion, coupled with μ-CT imaging, provides a powerful tool for predicting fatigue life by analyzing defect size, shape, orientation, and position. Surface defects were found to be more critical than internal ones, and a 3D defect criticality map was proposed for visual feedback on defect criticality.

The study's limitations include the assumption of no interaction between defects, the use of a linear elastic model for stress computation around defects, and the challenge of modeling extremely complex defect morphologies accurately.

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