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Lightweight design of automotive composite bumper system using modified particle swarm optimizer

机译:使用改进的粒子群优化器的汽车复合保险杠系统的轻量化设计

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摘要

Considering the crashworthiness and lightweight requirements in automotive industry, composite materials have been gaining increasingly more attention for their high specific strength, high specific stiffness and high energy absorption capability. Bumper system is one of the main structures which protect cars from the front and rear collisions. It is an effective way to develop the bumper system using composite materials to meet the crash safety and lightweight demands simultaneously. However, the application of composite material also introduces great challenges into the optimization design process, such as complex non-linear material behavior, multi-working conditions and large amount of design variables. In this paper, a structure design and optimization method is proposed for a commercial front bumper system made by carbon fiber woven composite. An integrated bumper system structure is presented considering the manufacturing process of composite material. Then, an optimization procedure incorporating the Kriging modeling technique and a modified PSO algorithm is proposed to find the optimal combination of design variables. The real vehicle experiment proves that the optimized bumper system meets all the requirements on strength and crashworthiness while with 31.5% weight reduction. The results reveal that the proposed design method is an efficient and effective way for composite structure design. (C) 2016 Elsevier Ltd. All rights reserved.
机译:考虑到汽车工业的耐撞性和轻质要求,复合材料因其高比强度,高比刚度和高能量吸收能力而受到越来越多的关注。保险杠系统是保护汽车免受前后碰撞的主要结构之一。使用复合材料开发保险杠系统是同时满足碰撞安全性和轻量化要求的有效方法。然而,复合材料的应用也给优化设计过程带来了巨大的挑战,例如复杂的非线性材料性能,多种工作条件和大量的设计变量。本文提出了一种由碳纤维编织复合材料制成的商用前保险杠系统的结构设计和优化方法。考虑了复合材料的制造过程,提出了一种集成的保险杠系统结构。然后,提出了结合克里格建模技术和改进的PSO算法的优化程序,以找到设计变量的最佳组合。真实的车辆实验证明,优化的保险杠系统满足了强度和耐撞性的所有要求,同时减轻了31.5%的重量。结果表明,所提出的设计方法是一种有效的复合结构设计方法。 (C)2016 Elsevier Ltd.保留所有权利。

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