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Modeling of Degradation Processes of Cast Iron Carbide Phase of Mill Rolls at Operation

Authors:
  • State Biotechnological University
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Abstract

In metallurgy, chromium-nickel cast iron is used in making the working layers of double-layer mill rolls. The main distinctive feature of chromium-nickel cast iron is the presence of large inclusions of carbide phase in its structure. This characteristic determines the high ruggedness of the contact surface touching hot rolled metal, and ensures wear resistance of the working tool. Operational degradation and wear of the products surfaces leads to destruction of the carbides crystalline structures; the latter contributes to reduce in hardness and quality of the working layer. The aim of our present study is to investigate the defect conditions in chromium-nickel cast iron and their influence on the development of degradation processes at high temperatures and at presence of the local deformations. We evaluate damageability and degradation of cast iron using the method of optical-mathematical analysis of microstructure images, which comprises scientific novelty of the present work. These values are estimated via modeling the diffusion processes and variability of the dislocation structure in the largest inclusions of the Me3C carbide phase. Based on the results obtained and to underline the practical value of our study, we propose a number of technological solutions that help hinder and eliminate the degradation phenomena described above, thus stabilizing the carbide phase properties and hardening the mill rolls.KeywordsChromium-nickel cast ironCarbide phase degradationDiffusionDislocation structurePhase composition variability

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Purpose The purpose of this paper is to develop an efficient and reliable spectral integral equation method for solving two-dimensional unsteady advection-diffusion equations. Design/methodology/approach In this study, the considered two-dimensional unsteady advection-diffusion equations are transformed into the equivalent partial integro-differential equations via integrating from the considered unsteady advection-diffusion equation. After this stage, by using Chebyshev polynomials of the first kind and the operational matrix of integration, the integral equation would be transformed into the system of linear algebraic equations. Robustness and efficiency of the proposed method were illustrated by six numerical simulations experimentally. The numerical results confirm that the method is efficient, highly accurate, fast and stable for solving two-dimensional unsteady advection-diffusion equations. Findings The proposed method can solve the equations with discontinuity near the boundaries, the advection-dominated equations and the equations in irregular domains. One of the numerical test problems designed specially to evaluate the performance of the proposed method for discontinuity near boundaries. Originality/value This study extends the intention of one dimensional Chebyshev approximate approaches (Yuksel and Sezer, 2013; Yuksel et al. , 2015) for two-dimensional unsteady advection-diffusion problems and the basic intention of our suggested method is quite different from the approaches for hyperbolic problems (Bulbul and Sezer, 2011).
Chapter
Description Get 14 peer-reviewed papers on metallography and related ASTM standards. You’ll learn about the use of metallographic techniques to better understand and control problems and quality and get an in-depth review of current ASTM metals standards. Topics include The papers in this book were presented at a symposium celebrating the 100th anniversary of ASTM International Committee E04 on Metallography held in November 2017.
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The paper presents an analysis of the influence of inoculating feedings Superseed® 75 (Sp) and Reseed® (Rd) Inoculant on the structure formation in the centrifugal cast rolls made from the nickel-chromium cast iron. It is shown that when increasing the share of the inoculant from 1 to 4 kg the top and bottom pinion rings have a similar structure of the graphite form as well as in the grain size and the ratio of the phases. Formation of a uniform structure along the length of roll pinion ring will enhance their service life and reduce the tendency to spalling.
Article
The influence of heat treatment on the structural uniformity, degree of residual-austenite decomposition, working-layer hardness, and residual-stress distribution in two-layer high-chromium rollers is studied in production conditions. A new method is proposed for the cyclic heat treatment of two-layer rollers.
Article
A metallurgical investigation of failed samples of hot-strip mill work-rolls used in an integrated steel plant was made to determine the influence of microstructural characteristics on failure susceptibility and roll life. The samples investigated pertained to prematurely failed indefinite chill double-poured (ICDP) iron work-rolls, which exhibited varying roll lives under similar mill operating environments. Although microstructures of all the investigated rolls showed similar graphite morphologies irrespective of their mill performance, discernible differences in carbide characteristics could be observed between high and low life rolls. Microstructural observation of nital-etched roll specimens revealed that lower life rolls were characterized by carbide microcracking. The propensity for cracking was particularly high in carbides exhibiting microhardness greater than 1020 VPN. Electron-probe microanalysis (EPMA) indicated that carbides in the spalled rolls were mostly of M3C type, where M was Fe and Cr. Quantitative image analysis of phases in the investigated rolls revealed that while graphite volume fraction in the range of 4.0 to 6.4% did not significantly affect roll life, carbide content higher than 28.5 vol% was found detrimental. In fact, a carbide content in the range of 24.0 to 28.50 vol% was found to be desirable for higher roll life. The study thus revealed that although carbides are indispensable for high hardness, resistance to wear, and thermal cracking, an excessive volume fraction (>30 vol%) of high hardness (microhardness > 1020 VPN) carbides accentuated microcracking, which ultimately induced premature spalling of hot-strip mill work-rolls.
Heat treatment of high-alloy white cast irons
  • J R Keough
  • K L Hayrynen
Keough, J.R., Hayrynen, K.L.: Heat treatment of high-alloy white cast irons. In: Stefanescu, Doru M. (eds.) Cast iron science and technology, vol. 1A. ASM International (2017). https://doi.org/10.31399/asm.hb.v01a.a0006305
Some results from the investigation of effects of heat treatment on properties of ni-hard cast irons
  • Blagoj Rizov
  • Lj
Rizov, Blagoj Lj.: Some results from the investigation of effects of heat treatment on properties of ni-hard cast irons. International Journal of Engineering Research and Development 13(2), 30-35 (2017).
Abrasion-Resistant Cast Iron Handbook
  • G Laird
  • R Gundlach
  • K Röhrig
Laird, G., Gundlach, R., Röhrig, K.: Abrasion-Resistant Cast Iron Handbook. In: Frink, Karen E. (eds.) American Foundry Society, Schaumburg, IL 60173-4555 USA (2015).
Methods of identification etching figures in cementite iron
  • N I Sandler
Sandler, N.I.: Methods of identification etching figures in cementite iron. Industrial laboratory 2, 202-203 (1967).
Development of new approaches to estimation of the structure formation in high-chromium cast iron. Industrial laboratory
  • T S Skoblo
  • O Klochko
  • Yu
  • E L Belkin
Skoblo, T.S., Klochko, O.Yu., Belkin, E.L., et al.: Development of new approaches to estimation of the structure formation in high-chromium cast iron. Industrial laboratory. Diagnostics of materials 83 (5), 27-38 (2017).