Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined Method

A novel digital design methodology that combines computational fluid dynamics (CFD) modelling and Taguchi-Grey relational analysis method was presented for a single-strand tundish. The present study aimed at optimizing the flow control device in the tundish with an emphasis on maximizing the inclusi...

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Main Author: Dong-Yuan Sheng
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Metals
Subjects:
Online Access:https://www.mdpi.com/2075-4701/10/11/1539
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spelling doaj-b79d8ff888e54fbbb9722e1c7240510a2020-11-25T04:11:06ZengMDPI AGMetals2075-47012020-11-01101539153910.3390/met10111539Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined MethodDong-Yuan Sheng0Department of Materials Science and Engineering, Royal Institute of Technology, 10044 Stockholm, SwedenA novel digital design methodology that combines computational fluid dynamics (CFD) modelling and Taguchi-Grey relational analysis method was presented for a single-strand tundish. The present study aimed at optimizing the flow control device in the tundish with an emphasis on maximizing the inclusion removal rate and minimizing the dead volume fraction. A CFD model was employed to calculate the fluid flow and the residence-time distribution of liquid steel in the tundish. The Lagrangian approach was applied to investigate the behavior of non-metallic inclusions in the system. The calculated residence-time distribution curves were used to analyze the dead volume fraction in the tundish. A Taguchi orthogonal array L9(3^4) was used to analyze the effects of design factors on both single and multiple responses. Moreover, for the purpose of meeting the multi-objective target functions, grey relational analysis and analysis of variance were used. The optimum positions of the weir and the dam were obtained based on the design targets. A special focus of this study was to demonstrate the capabilities of the Taguchi-Grey relational analysis method as a powerful means of increasing the effectiveness of CFD simulation.https://www.mdpi.com/2075-4701/10/11/1539clean steeltundishcomputational fluid dynamics (CFD)Taguchigray relational analysis (GRA)digital design
collection DOAJ
language English
format Article
sources DOAJ
author Dong-Yuan Sheng
spellingShingle Dong-Yuan Sheng
Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined Method
Metals
clean steel
tundish
computational fluid dynamics (CFD)
Taguchi
gray relational analysis (GRA)
digital design
author_facet Dong-Yuan Sheng
author_sort Dong-Yuan Sheng
title Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined Method
title_short Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined Method
title_full Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined Method
title_fullStr Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined Method
title_full_unstemmed Design Optimization of a Single-strand Tundish Based on CFD-Taguchi-Grey Relational Analysis Combined Method
title_sort design optimization of a single-strand tundish based on cfd-taguchi-grey relational analysis combined method
publisher MDPI AG
series Metals
issn 2075-4701
publishDate 2020-11-01
description A novel digital design methodology that combines computational fluid dynamics (CFD) modelling and Taguchi-Grey relational analysis method was presented for a single-strand tundish. The present study aimed at optimizing the flow control device in the tundish with an emphasis on maximizing the inclusion removal rate and minimizing the dead volume fraction. A CFD model was employed to calculate the fluid flow and the residence-time distribution of liquid steel in the tundish. The Lagrangian approach was applied to investigate the behavior of non-metallic inclusions in the system. The calculated residence-time distribution curves were used to analyze the dead volume fraction in the tundish. A Taguchi orthogonal array L9(3^4) was used to analyze the effects of design factors on both single and multiple responses. Moreover, for the purpose of meeting the multi-objective target functions, grey relational analysis and analysis of variance were used. The optimum positions of the weir and the dam were obtained based on the design targets. A special focus of this study was to demonstrate the capabilities of the Taguchi-Grey relational analysis method as a powerful means of increasing the effectiveness of CFD simulation.
topic clean steel
tundish
computational fluid dynamics (CFD)
Taguchi
gray relational analysis (GRA)
digital design
url https://www.mdpi.com/2075-4701/10/11/1539
work_keys_str_mv AT dongyuansheng designoptimizationofasinglestrandtundishbasedoncfdtaguchigreyrelationalanalysiscombinedmethod
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