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Article

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Title

Regression Analysis and Optimum Values of Austempering Affecting Mechanical Properties of Compacted Graphite Iron

Authors

[ 1 ] Wydział Techniczny, Akademia im. Jakuba z Paradyża | [ P ] employee

Scientific discipline (Law 2.0)

[2.9] Mechanical engineering

Year of publication

2024

Published in

Materials

Journal year: 2024 | Journal volume: 17 | Journal number: 20

Article type

scientific article

Publication language

english

Keywords
EN
  • compacted graphite iron
  • austempering
  • austenitization
  • vermicular cast iron
  • AVGI
  • RSM
  • regression models
Abstract

EN The study examined the effect of heat treatment parameters of compacted graphite iron (CGI) on the mechanical properties of the material. The microstructure was characterized using optical microscopy, scanning electron microscopy (SEM), and transmission electron microscopy (TEM). Three levels of heat treatment parameters were adopted considering the orthogonal test plan 24. The effects of austenitizing temperature and time and austempering on tensile strength, yield strength, and elongation were analyzed. Polynomial regression was chosen because it extends linear regression and allows for modeling more complex, nonlinear relationships between variables. Total regression models were determined for each dataset. The models for tensile strength (Rm) had an approximately 82% coefficient of determination, for yield strength (R0.2) around 50%, and for elongation (A5) around 80%. For optimization, the response surface method (RSM) was used. The results obtained were compared with the proposed mathematical models. The ANOVO results showed that austempering temperature (Tpi) had the greatest effect on each parameter studied. The optimal conditions for the analyzed parameters, assuming tensile strength and yield strength at the maximum level and an elongation of about 0.7%, are obtained for the following heat treatment parameters: Tγ = 890 ◦C; Tpi = 290 ◦C; τγ = 120 min; τpi = 150 min

Date of online publication

2024

Pages (from - to)

5024(1) - 5024(20)

DOI

10.3390/ma17205024

URL

https://www.mdpi.com/1996-1944/17/20/5024

License type

CC BY (attribution alone)

Open Access Mode

open journal

Open Access Text Version

final published version

Release date

10.2024

Date of Open Access to the publication

at the time of publication

Ministry points / journal

140