Neural-Network Analysis of Mandrel Life in a Piercing Mill

E. V. Alyutina; A. A. Korsakov; D. V. Mikhalkin; A. V. Korol’; A. G. Ul’yanov; A. V. Niklyaev

doi:10.3103/S0967091219020025

Neural-Network Analysis of Mandrel Life in a Piercing Mill

Authors: Alyutina E.V.¹, Korsakov A.A.¹, Mikhalkin D.V.¹, Korol’ A.V.², Ul’yanov A.G.³, Niklyaev A.V.³
Affiliations:
1. OAO RosNITI
2. South Ural State University
3. AO Volzhskii Trubnyi Zavod (VTZ)
Issue: Vol 49, No 2 (2019)
Pages: 134-136
Section: Article
URL: https://journal-vniispk.ru/0967-0912/article/view/180446
DOI: https://doi.org/10.3103/S0967091219020025
ID: 180446

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Abstract
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Statistics

Abstract

Statistical analysis is employed to determine the influence of factors such as the distance between rollers in the gorge, the advancement of the mandrel beyond the gorge, the grade of steel in the blank, and the sleeve length on the mandrel life in a piercing mill. The significance of each parameter in the statistical analysis is determined by neural-network modeling.