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...

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Main Authors: Jeong-Min Lee, Byeong-Jin Min, Joon-Hong Park, Dong-Hwan Kim, Byung-Min Kim, Dae-Cheol Ko
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Materials
Subjects:
Online Access:https://www.mdpi.com/1996-1944/12/14/2309
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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
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