Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up Optimization
Mechanical properties, such as strength and stiffness, of laminated carbon fiber reinforced plastic (CFRP) are generally affected by the lay-up method. However, no precise design rules to replace steel products with CFRP have been established that satisfy these properties. Therefore, this study prop...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-07-01
|
Series: | Materials |
Subjects: | |
Online Access: | https://www.mdpi.com/1996-1944/12/14/2309 |
id |
doaj-e7774de3d41844eb9c386a0e5c27ae34 |
---|---|
record_format |
Article |
spelling |
doaj-e7774de3d41844eb9c386a0e5c27ae342020-11-25T01:45:41ZengMDPI AGMaterials1996-19442019-07-011214230910.3390/ma12142309ma12142309Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up OptimizationJeong-Min Lee0Byeong-Jin Min1Joon-Hong Park2Dong-Hwan Kim3Byung-Min Kim4Dae-Cheol Ko5PNU-IFAM JRC, Pusan National University, 63, Busandaehak-ro, Geumjeong-gu, Busan 46241, KoreaGraduate School of Convergence Science, Pusan National University, 63, Busandaehak-ro, Geumjeong-gu, Busan 46241, KoreaDepartment of Mechanical Engineering, Dong-A University, Busan 49315, KoreaAircraft Parts Engineering, International University of Korea, Jinju-si 52833, KoreaPrecision Manufacturing Systems Division, Pusan National University, 63, Busandaehak-ro, Geumjeong-gu, Busan 46241, KoreaGraduate School of Convergence Science, Pusan National University, 63, Busandaehak-ro, Geumjeong-gu, Busan 46241, KoreaMechanical properties, such as strength and stiffness, of laminated carbon fiber reinforced plastic (CFRP) are generally affected by the lay-up method. However, no precise design rules to replace steel products with CFRP have been established that satisfy these properties. Therefore, this study proposes a set of rules to design automotive parts with equivalent bending stiffness through structural analysis and genetic algorithms (GAs). First, the thickness of the CFRP product was determined by comparing the bending deformation of steel products by structural analysis. To minimize the orthotropic characteristics of CFRP, the quasi-isotropic lay-up method was implemented to determine the thickness. Next, the lay-up angle was determined using GAs. The optimized lay-up angle of the CFRP product with minimum bending deformation was determined by population generation, cross-over, mutation, and fitness evaluation. CFRP B-pillar reinforcement was fabricated using the determined conditions and the bending deformation of the single component was evaluated. Finally, the B-pillar assembled with CFRP reinforcement was investigated by the drop tower test.https://www.mdpi.com/1996-1944/12/14/2309carbon fiber reinforced plastic (CFRP)structural analysisgenetic algorithms (GAs)optimizationB-pillarreinforcementdrop tower test |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jeong-Min Lee Byeong-Jin Min Joon-Hong Park Dong-Hwan Kim Byung-Min Kim Dae-Cheol Ko |
spellingShingle |
Jeong-Min Lee Byeong-Jin Min Joon-Hong Park Dong-Hwan Kim Byung-Min Kim Dae-Cheol Ko Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up Optimization Materials carbon fiber reinforced plastic (CFRP) structural analysis genetic algorithms (GAs) optimization B-pillar reinforcement drop tower test |
author_facet |
Jeong-Min Lee Byeong-Jin Min Joon-Hong Park Dong-Hwan Kim Byung-Min Kim Dae-Cheol Ko |
author_sort |
Jeong-Min Lee |
title |
Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up Optimization |
title_short |
Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up Optimization |
title_full |
Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up Optimization |
title_fullStr |
Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up Optimization |
title_full_unstemmed |
Design of Lightweight CFRP Automotive Part as an Alternative for Steel Part by Thickness and Lay-Up Optimization |
title_sort |
design of lightweight cfrp automotive part as an alternative for steel part by thickness and lay-up optimization |
publisher |
MDPI AG |
series |
Materials |
issn |
1996-1944 |
publishDate |
2019-07-01 |
description |
Mechanical properties, such as strength and stiffness, of laminated carbon fiber reinforced plastic (CFRP) are generally affected by the lay-up method. However, no precise design rules to replace steel products with CFRP have been established that satisfy these properties. Therefore, this study proposes a set of rules to design automotive parts with equivalent bending stiffness through structural analysis and genetic algorithms (GAs). First, the thickness of the CFRP product was determined by comparing the bending deformation of steel products by structural analysis. To minimize the orthotropic characteristics of CFRP, the quasi-isotropic lay-up method was implemented to determine the thickness. Next, the lay-up angle was determined using GAs. The optimized lay-up angle of the CFRP product with minimum bending deformation was determined by population generation, cross-over, mutation, and fitness evaluation. CFRP B-pillar reinforcement was fabricated using the determined conditions and the bending deformation of the single component was evaluated. Finally, the B-pillar assembled with CFRP reinforcement was investigated by the drop tower test. |
topic |
carbon fiber reinforced plastic (CFRP) structural analysis genetic algorithms (GAs) optimization B-pillar reinforcement drop tower test |
url |
https://www.mdpi.com/1996-1944/12/14/2309 |
work_keys_str_mv |
AT jeongminlee designoflightweightcfrpautomotivepartasanalternativeforsteelpartbythicknessandlayupoptimization AT byeongjinmin designoflightweightcfrpautomotivepartasanalternativeforsteelpartbythicknessandlayupoptimization AT joonhongpark designoflightweightcfrpautomotivepartasanalternativeforsteelpartbythicknessandlayupoptimization AT donghwankim designoflightweightcfrpautomotivepartasanalternativeforsteelpartbythicknessandlayupoptimization AT byungminkim designoflightweightcfrpautomotivepartasanalternativeforsteelpartbythicknessandlayupoptimization AT daecheolko designoflightweightcfrpautomotivepartasanalternativeforsteelpartbythicknessandlayupoptimization |
_version_ |
1725023447653810176 |