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...
Main Author: | |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2020-11-01
|
Series: | Metals |
Subjects: | |
Online Access: | https://www.mdpi.com/2075-4701/10/11/1539 |
id |
doaj-b79d8ff888e54fbbb9722e1c7240510a |
---|---|
record_format |
Article |
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 |
_version_ |
1724418723382558720 |