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Failure of Metals Produced by Additive Arc Surfacing: Neural Network Analysis

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Abstract

Structural alloys produced by an additive arc process are tested. Impact-flexure tests with subsequent fractographic analysis show that 09Г2С steel switches from ductile to brittle failure below −60°C, but there is no such change for 07Х25Н13 steel and AMg5 alloy down to −150°C. Assessment of the metal failure by means of fractal analysis and a neural network is proposed.

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Funding

Financial support was provided by the Russian President for young scientists, as part of a project on assessing the low-temperature strength and failure of metals produced by 3D printing, so as to ensure safe operation of equipment in the Arctic and Far North.

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Correspondence to Yu. G. Kabaldin.

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Translated by B. Gilbert

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Kabaldin, Y.G., Anosov, M.S., Shatagin, D.A. et al. Failure of Metals Produced by Additive Arc Surfacing: Neural Network Analysis. Russ. Engin. Res. 42, 1164–1169 (2022). https://doi.org/10.3103/S1068798X22110119

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  • DOI: https://doi.org/10.3103/S1068798X22110119

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