基于结构完整性的IV型氢丝缠绕复合材料压力容器参数化设计与优化方法

IF 7.8 2区 材料科学 Q1 MATERIALS SCIENCE, COMPOSITES
Composite Structures Pub Date : 2026-07-01 Epub Date: 2026-06-07 DOI:10.1016/j.compstruct.2026.120534
Ruiqi Li, Haixiao Hu, Jinchun Zhu, Dongfeng Cao, Kaidong Zheng, Yu Zhang, Hao Li, Hongda Chen, Shuxin Li
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引用次数: 0

摘要

设计满足安全性和轻量化要求的IV型储氢复合压力容器(cpv)仍然是一个挑战。澄清了目前广泛采用的复合材料压力容器参数化设计方法的局限性,提出了一种基于结构完整性的参数化设计方法。在该方法中,首先根据圆屋顶区域的结构特征确定先进变半径设计中的各种螺旋复合层,然后确定圆柱形区域的环箍复合层。参数化设计方法快速、经济,为有限元分析和结构优化提供了必要的输入数据。此外,提出了Box-Behnken设计(BBD)结合混合Whale优化算法、反向传播神经网络和遗传算法(WOA-BPNN-GA)优化程序来优化结构设计,使复合材料结构质量降低了30%。设计并优化的丝缠绕复合材料压力容器进行了制造和试验。试验结果与设计结果吻合较好,爆破压力误差为3.33%,复合材料结构质量误差为3.63%。该结果验证了基于结构完整性的参数化设计方法和优化过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A structural integrity based parametric design and optimization method for type IV hydrogen filament winding composite pressure vessel
Designing Type IV hydrogen storage composite pressure vessels (CPVs) to meet both safety and lightweight requirements remains a challenge. This study clarifies the limitations of the current widely used parametric design method for composite pressure vessels and proposes a structural integrity-based parametric design method. In the proposed method, the various helical composite layers in the advanced variable radii design are first determined based on the structural features of the dome region, followed by the determination of the hoop composite layers for the cylindrical region. The parametric design method is fast and cost-efficient, providing essential input data for finite element analysis and structural optimization. Furthermore, the Box–Behnken design (BBD) combined with a hybrid Whale Optimization Algorithm, Backpropagation Neural Network, and Genetic Algorithm (WOA-BPNN-GA) optimization procedure is proposed to optimize the structural design, achieving up to 30% reduction in composite structure mass. The designed and optimized filament winding composite pressure vessel was manufactured and tested. Good agreement is observed between the design and experimental results, with errors of 3.33% for burst pressure and 3.63% for composite structural mass. This agreement validates the proposed structural integrity-based parametric design method and optimization procedure.
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来源期刊
Composite Structures
Composite Structures 工程技术-材料科学:复合
CiteScore
12.00
自引率
12.70%
发文量
1246
审稿时长
78 days
期刊介绍: The past few decades have seen outstanding advances in the use of composite materials in structural applications. There can be little doubt that, within engineering circles, composites have revolutionised traditional design concepts and made possible an unparalleled range of new and exciting possibilities as viable materials for construction. Composite Structures, an International Journal, disseminates knowledge between users, manufacturers, designers and researchers involved in structures or structural components manufactured using composite materials. The journal publishes papers which contribute to knowledge in the use of composite materials in engineering structures. Papers deal with design, research and development studies, experimental investigations, theoretical analysis and fabrication techniques relevant to the application of composites in load-bearing components for assemblies, ranging from individual components such as plates and shells to complete composite structures.
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