A novel optimization approach for the design of environmentally efficient gridshells with reclaimed steel members

IF 4 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Advances in Engineering Software Pub Date : 2024-11-20 DOI:10.1016/j.advengsoft.2024.103825
V. Tomei, E. Grande, M. Imbimbo
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Abstract

The reuse of structural components from decommissioned structures is gaining traction among researchers and industry professionals. This approach offers significant advantages, including reduced costs and a smaller environmental footprint, by incorporating reclaimed elements from dismantled structures into the design of new ones. Steel elements are particularly well-suited to this purpose because they preserve their mechanical properties over time. Nevertheless, integrating reused members into the structure of a gridshell introduces complexities into the design process, as it adds additional parameters related to the characteristics of the reused members themselves, such as cross-section, length, and material. Therefore, optimizing gridshell structures with reused members necessitates analyzing solutions based on the placement of the reused members within the grid, as well as considering grid configurations that accommodate the characteristics of the reused members.
This paper presents a novel approach for optimizing steel gridshells that integrates reclaimed members into the structure. The approach effectively combines a geometry and a size optimization technique through a unique process using genetic algorithms. Applied to a case study derived from the literature and considering different scenarios of reused elements, the approach is also compared to a manual design approach. The results and comparisons demonstrate the proposed approach's capability to provide lighter solutions, leading to lower costs and a reduced environmental impact, the last highlighted by the evaluation of the greenhouse gas emission for each case.
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利用再生钢构件设计环保高效格栅外壳的新型优化方法
重新利用退役结构中的结构部件越来越受到研究人员和行业专业人士的关注。这种方法通过将拆除结构中的再生构件融入新结构的设计中,具有降低成本和减少环境足迹等显著优势。钢构件尤其适用于这一目的,因为它们可以长期保持机械性能。然而,将重复利用的构件整合到格栅结构中会给设计过程带来复杂性,因为这会增加与重复利用构件本身特性相关的额外参数,如横截面、长度和材料。因此,要优化带有重复使用构件的格栅外壳结构,就必须根据重复使用构件在格栅中的位置来分析解决方案,并考虑适应重复使用构件特性的格栅配置。该方法通过使用遗传算法的独特流程,有效结合了几何形状和尺寸优化技术。该方法应用于文献中的一个案例研究,并考虑了再利用构件的不同情况,还与人工设计方法进行了比较。结果和比较表明,所提出的方法能够提供更轻的解决方案,从而降低成本并减少对环境的影响。
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来源期刊
Advances in Engineering Software
Advances in Engineering Software 工程技术-计算机:跨学科应用
CiteScore
7.70
自引率
4.20%
发文量
169
审稿时长
37 days
期刊介绍: The objective of this journal is to communicate recent and projected advances in computer-based engineering techniques. The fields covered include mechanical, aerospace, civil and environmental engineering, with an emphasis on research and development leading to practical problem-solving. The scope of the journal includes: • Innovative computational strategies and numerical algorithms for large-scale engineering problems • Analysis and simulation techniques and systems • Model and mesh generation • Control of the accuracy, stability and efficiency of computational process • Exploitation of new computing environments (eg distributed hetergeneous and collaborative computing) • Advanced visualization techniques, virtual environments and prototyping • Applications of AI, knowledge-based systems, computational intelligence, including fuzzy logic, neural networks and evolutionary computations • Application of object-oriented technology to engineering problems • Intelligent human computer interfaces • Design automation, multidisciplinary design and optimization • CAD, CAE and integrated process and product development systems • Quality and reliability.
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