Topology optimization of thin-walled tubes filled with lattice structures

D Li, R Qin, J Xu, J Zhou, B Chen - International Journal of Mechanical …, 2022 - Elsevier
Thin-walled tubes filled with ultra-light materials have attracted much attention due to
excellent energy absorption characteristics. With the development of additive manufacturing …

Energy absorption mechanism of axially-varying thickness (AVT) multicell thin-walled structures under out-of-plane loading

T Pang, G Zheng, J Fang, D Ruan, G Sun - Engineering Structures, 2019 - Elsevier
Multicell columns have becoming increasingly attractive in crashworthiness applications due
to their high efficiency of material utilization. Meanwhile, an urgent need exists to develop …

Kriging-assisted topology optimization of crash structures

E Raponi, M Bujny, M Olhofer, N Aulig, S Boria… - Computer Methods in …, 2019 - Elsevier
Over the recent decades, Topology Optimization (TO) has become an important tool in the
design and analysis of mechanical structures. Although structural TO is already used in …

Machine learning-based crashworthiness optimization for the square cone energy-absorbing structure of the subway vehicle

W Guo, P Xu, C Yang, J Guo, L Yang, S Yao - Structural and …, 2023 - Springer
This paper presents a novel framework for predicting the crashworthiness of a square cone
energy-absorbing (SCEA) structure using a machine-learning method. The structure …

Exploring the structure-property relations of thin-walled, 2D extruded lattices using neural networks

J He, S Kushwaha, D Abueidda, I Jasiuk - Computers & Structures, 2023 - Elsevier
This paper investigates the structure–property relations of thin-walled lattices, characterized
by their cross-sections and heights, under dynamic longitudinal compression. These …

Configurational optimization of multi-cell topologies for multiple oblique loads

G Sun, T Liu, J Fang, GP Steven, Q Li - Structural and Multidisciplinary …, 2018 - Springer
Multi-cell thin-walled structures exhibit significant advantages in maximizing energy
absorption and minimizing mass during vehicle crashes. Since the topological distribution of …

Crashworthiness optimization of automotive parts with tailor rolled blank

G Sun, J Tian, T Liu, X Yan, X Huang - Engineering Structures, 2018 - Elsevier
Tailor rolled blank (TRB) as an advanced manufacturing process developed recently has
broad application prospects in automotive and aerospace industries for its significant …

Parametric modeling and multiobjective crashworthiness design optimization of a new front longitudinal beam

L Duan, H Jiang, G Geng, X Zhang, Z Li - Structural and Multidisciplinary …, 2019 - Springer
The front longitudinal beam (FLB) is the most important energy-absorbing and crashing
force–transmitting structure of a vehicle under front-impact collision. For better weight …

Designing impact-resistant bio-inspired low-porosity structures using neural networks

S Kushwaha, J He, D Abueidda, I Jasiuk - Journal of Materials Research …, 2023 - Elsevier
Biological structural designs in nature, like hoof walls, horns, and antlers, can be used as
inspiration for generating structures with excellent mechanical properties. A common theme …

Crashworthiness design of periodic cellular structures using topology optimization

J Jia, D Da, J Hu, S Yin - Composite Structures, 2021 - Elsevier
Periodic cellular structures are widely used in structural protection due to their lightweight
and excellent energy absorption characteristics, but the corresponding crashworthy design …