Abstract

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.

Highlights

  • Carbon fiber reinforced plastic (CFRP) finds its use in various applications including aircraft, machinery, sports equipment, and automobile

  • Structural structural analysis considering shear angle thatstructural occurred in the product requiredin for precise fibers were arranged, bending deformation was smaller than structural analysis

  • The designing of rules was divided into two stages: Determination of thickness through structural analysis and determination of the lay-up angle through genetic algorithms (GAs) with structural analysis

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Summary

Introduction

Carbon fiber reinforced plastic (CFRP) finds its use in various applications including aircraft, machinery, sports equipment, and automobile. Various attempts have been made to replace steel products with CFRP products, which have equivalent mechanical properties (strength and stiffness) [1,2,3,4]. A design rule that satisfies the equivalent mechanical properties of steel products must be implemented to the frames of CFRP automotive parts. Most studies conducted on the design rules of CFRP focused on predicting the strength and stiffness of simple shapes considering the weaving method of materials, thickness, and lay-up angle [5,6,7]. Soremekun [8] studied a lamination method using modified genetic algorithms (GAs) Design parameters such as the weaving method of materials, thickness, and lay-up angle were considered to minimize the weight and maximize the bending stiffness for the CFRP plate. Designing complex shapes, such as automotive parts, using CFRP is Materials 2019, 12, 2309; doi:10.3390/ma12142309 www.mdpi.com/journal/materials

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