Multi-objective optimization design of a circular core paper sandwich panel

IF 0.9 4区 农林科学 Q3 MATERIALS SCIENCE, PAPER & WOOD Nordic Pulp & Paper Research Journal Pub Date : 2024-07-22 DOI:10.1515/npprj-2024-0020
Xiawang Jiang, Shihao Zhang, Minggong Yu, Delin Sun
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Abstract

Ensuring sufficient mechanical performance while enabling lightweight design is critical for utilizing paper sandwich panels in the furniture industry. To design lightweight sandwich panels that balance mechanical properties and cost, this study developed a circular core paper sandwich panel (CCPSP) and investigated its structural efficiency using multi-objective optimization. The response surface method (RSM) based on Box–Behnken design was utilized to establish mathematical models relating the paper tube spacing, inner diameter, and height to the out-of-plane compressive strength, density, and cost. The resulting models effectively revealed the coupled effects of the parameters on the responses. Subsequently, the models were optimized using the non-dominated sorting genetic algorithm II (NSGA-II) to find the Pareto optimal trade-offs between maximizing compressive strength while minimizing its density and cost. The optimization solution resulted in an optimal set of paper tube geometries that maximized the structural efficiency of CCPSP. Overall, lower tube height conferred superior structural efficiency, while tube spacing and diameter were constrained. The results highlight the potential of CCPSP as an efficient and sustainable material for furniture manufacturing, enabled by multi-objective optimization of its structure.
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圆芯纸质夹芯板的多目标优化设计
确保足够的机械性能,同时实现轻质设计,是家具行业使用纸质夹芯板的关键。为了设计出兼顾机械性能和成本的轻质夹芯板,本研究开发了一种圆芯纸质夹芯板(CCPSP),并采用多目标优化法研究了其结构效率。利用基于盒-贝肯设计的响应面法(RSM)建立了纸管间距、内径和高度与平面外抗压强度、密度和成本之间的数学模型。由此建立的模型有效地揭示了参数对响应的耦合效应。随后,使用非优势排序遗传算法 II(NSGA-II)对模型进行了优化,以找到抗压强度最大化与密度和成本最小化之间的帕累托最优权衡。优化解决方案产生了一组最佳纸管几何形状,最大限度地提高了 CCPSP 的结构效率。总体而言,在限制纸管间距和直径的同时,降低纸管高度可提高结构效率。结果凸显了 CCPSP 作为一种高效、可持续的家具制造材料的潜力,其结构的多目标优化使其成为可能。
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来源期刊
Nordic Pulp & Paper Research Journal
Nordic Pulp & Paper Research Journal 工程技术-材料科学:纸与木材
CiteScore
2.50
自引率
16.70%
发文量
62
审稿时长
1 months
期刊介绍: Nordic Pulp & Paper Research Journal (NPPRJ) is a peer-reviewed, international scientific journal covering to-date science and technology research in the areas of wood-based biomass: Pulp and paper: products and processes Wood constituents: characterization and nanotechnologies Bio-refining, recovery and energy issues Utilization of side-streams from pulping processes Novel fibre-based, sustainable and smart materials. The editors and the publisher are committed to high quality standards and rapid handling of the peer review and publication processes. Topics Cutting-edge topics such as, but not limited to, the following: Biorefining, energy issues Wood fibre characterization and nanotechnology Side-streams and new products from wood pulping processes Mechanical pulping Chemical pulping, recovery and bleaching Paper technology Paper chemistry and physics Coating Paper-ink-interactions Recycling Environmental issues.
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