Lee Jeong-Min, Min Byeong-Jin, Park Joon-Hong, Kim Dong-Hwan, Kim Byung-Min, Ko Dae-Cheol
PNU-IFAM JRC, Pusan National University, 63, Busandaehak-ro, Geumjeong-gu, Busan 46241, Korea.
Graduate School of Convergence Science, Pusan National University, 63, Busandaehak-ro, Geumjeong-gu, Busan 46241, Korea.
Materials (Basel). 2019 Jul 19;12(14):2309. doi: 10.3390/ma12142309.
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.
层压碳纤维增强塑料(CFRP)的机械性能,如强度和刚度,通常受铺层方法的影响。然而,尚未建立满足这些性能要求的用CFRP替代钢铁产品的精确设计规则。因此,本研究通过结构分析和遗传算法(GA)提出了一套设计具有等效弯曲刚度的汽车零部件的规则。首先,通过结构分析比较钢铁产品的弯曲变形来确定CFRP产品的厚度。为了使CFRP的正交各向异性特性最小化,采用准各向同性铺层方法来确定厚度。接下来,使用遗传算法确定铺层角度。通过种群生成、交叉、变异和适应度评估来确定具有最小弯曲变形的CFRP产品的优化铺层角度。使用确定的条件制造CFRP B柱加强件,并评估单个部件的弯曲变形。最后,通过落塔试验研究装配有CFRP加强件的B柱。