The design of 4D‐printed hygromorphs: state‐of‐the‐art and future challenges

C de Kergariou, F Demoly, A Perriman… - Advanced Functional …, 2023 - Wiley Online Library
In recent years, 4D printing has allowed the rapid development of new concepts of
multifunctional/adaptive structures. The 4D printing technology makes it possible to generate …

Buckling analysis and structural optimization of multiple-material omega stiffened composite panel

J Zhang, W Jia, X Peng, X Lu, J Li… - Mechanics of Advanced …, 2025 - Taylor & Francis
This paper investigates the effects of multiple materials configurations on the buckling
performance, total mass, and manufacturing cost of an existing omega stiffened composite …

[PDF][PDF] 变厚度连续纤维增强复合材料铺层设计优化方法

杜晨, 彭雄奇 - 应用数学和力学, 2022 - applmathmech.cn
由于具备高的比强度, 比刚度, 利用连续纤维增强复合材料代替传统金属材料以实现结构轻量化
正受到设计者们的广泛关注. 然而, 结构的复杂性给复合材料的铺层设计与优化带来了很大的 …

Concurrent stacking sequence and layout optimization of stiffened composite plates using a spectral element method and an index-based optimization technique

S Alan, N Shaban, GK Sendur, B Bediz - Composite Structures, 2024 - Elsevier
Stiffened composite panels are increasingly used in aerospace, marine, and automotive
industries due to their lightweight and high-strength properties. However, determining the …

Reliability-based multi-objective optimization design of composite patch repair structure using artificial neural networks

Y Zhao, S Xuan, Y Wang, Y Li, X Yao - Composite Structures, 2025 - Elsevier
Due to the parameter differences and the existence of random factors, the performance of
composite repair structure shows a large dispersion. In order to obtain stronger, lighter and …

Optimization design of stacking sequence and material distribution for variable thickness hybrid composite structure based on improved stacking sequence table

X Peng, M Wang, B Yi, J Li, H Wu, S Jiang - Composite Structures, 2023 - Elsevier
The concurrent optimization design method for hybrid laminated composite structure with
variable thickness is proposed. The concept of improved stacking sequence table (iSST) is …

Multi-objective optimization of composite stiffened panels for mass and buckling load using PNN-NSGA-III algorithm and TOPSIS method

T Zhang, Z Wei, L Wang, Z Xue, S Wang, P Wang… - Thin-Walled …, 2025 - Elsevier
A novel multi-objective optimization framework for composite stiffened panels is proposed in
this study, leveraging a combination of the Parallel Neural Network (PNN), Non-dominated …

[HTML][HTML] Three-dimensional analytical elasticity solution for the mechanical analysis of arbitrarily-supported, cross and angle-ply composite plates under patch loads

A Singh, N Karathanasopoulos - Composite Structures, 2023 - Elsevier
Patch-type discontinuous loads lead to highly localized stresses which are three-
dimensional (3D) in nature and can initiate failures. Their accurate characterization is of …

Mixed integer linear programming formulations of the stacking sequence and blending optimisation of composite structures

G Ntourmas, F Glock, F Daoud, G Schuhmacher… - Composite …, 2021 - Elsevier
This manuscript proposes two novel formulations for the manufacturable stacking sequence
retrieval of laminated composite structures. Detailed sizing of composite structures is …

[HTML][HTML] A method using beam search to design the lay-ups of composite laminates with many plies

N Fedon, PM Weaver, A Pirrera, T Macquart - Composites Part C: Open …, 2021 - Elsevier
Due to high specific strength and stiffness ratios, composite materials are widely used in
industries where minimising structural mass is of paramount importance, such as the …