Multi-objective topology optimization of energy absorbing structures incorporating shape memory polymers: Design, behavior, and recoverability
Source abstract
Abstract
This study focuses on the design and evaluation of topology-optimized structures to enhance energy absorption performance. A novel curved unit cell (CurvoTopoCell) was designed using a multi-objective topology optimization framework based on a weighted-sum scalarization approach, enabling the simultaneous improvement of stiffness, specific energy absorption, and crush force efficiency. Four distinct configurations (M1–M4) were fabricated via 3D printing with PLA+ filament. Key parameters, including specific energy absorption, mean crushing force, crush force efficiency, equivalent elastic modulus, and energy absorption efficiency coefficient were analyzed across three quasi-static compressive loading cycles and thermal recovery phases. Results demonstrated that the optimized unit cell achieved a 23% improvement in SEA compared to the other unit cells, attributed to reduced mass and enhanced strength. Experimental tests revealed that configuration M1 exhibited the highest initial SEA and Pmean. However, M3 showed superior cyclic stability, with only a 31% decrease in SEA, 25% decline in CFE, and 94.3% height recovery. Key innovations include integrating multi-objective topology optimization with shape-memory material (PLA+) for structural recovery, and introducing four novel configurations with distinct mechanical responses. These findings provide strategies for developing lightweight, reusable energy absorbers in automotive and aerospace applications.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Topology Optimization in Engineering · Aeroelasticity and Vibration Control · Polymer composites and self-healing
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (49)
Show source-provided references
1. A lightweight rotationally arranged auxetic structure with excellent energy absorption performance10.1016/j.mechmat.2022.104244 ↗
2. A new design of star auxetic metastructure with enhanced energy-absorption under various loading rates: experimental and numerical study
3. A novel auxetic 3D lattice structure for enhancing energy absorption
4. A review on energy absorption performance of auxetic composites with fillings10.1016/j.tws.2024.112348 ↗
5. A simple 3D re-entrant auxetic metamaterial with enhanced energy absorption10.1016/j.ijmecsci.2022.107524 ↗
6. Auxetic graphene oxide-porous foam for acoustic wave and shock energy dissipation
7. Bending response and energy absorption of sandwich beams with novel auxetic honeycomb core
8. Deformation behaviors and energy absorption of auxetic lattice cylindrical structures under axial crushing load10.1016/j.ast.2019.105662 ↗
9. Design and modeling of a novel three dimensional auxetic reentrant honeycomb structure for energy absorption
10. Energy absorption enhancement of additively manufactured hexagonal and re-entrant (auxetic) lattice structures by using multi-material reinforcements
11. Compressive and tensile behaviours of 3D hybrid auxetic-honeycomb lattice structures
12. Energy absorption of a novel auxetic structure reinforced by embedding tubes
13. Energy absorption of thin walled tube filled with gradient auxetic structures-theory and simulation
14. Improving mechanical properties of lattice structures using nonuniform hollow struts
15. Enhanced energy absorption performance of 3D printed 2D auxetic lattices
16. Machine learning-based mechanical performance prediction and design of lattice structures
17. Functionally graded lattice structures with tailored stiffness and energy absorption
18. Enhancing the energy absorption capability of auxetic metamaterials through auxetic cells within re-entrant circular units
19. Experimental study and finite element analysis on energy absorption of carbon fiber reinforced composite auxetic structures filled with aluminum foam
20. Foam-filled energy absorbers with auxetic behavior for localized impacts10.1016/j.msea.2020.139500 ↗
21. Investigation of the auxetic oval structure for energy absorption through quasi-static and dynamic experiments
22. An investigation into reinforced and functionally graded lattice structures
23. Modified re-entrant auxetic metamaterials with energy absorption enhancement10.1016/j.mtcomm.2024.108079 ↗
24. Multi-purpose auxetic foam with honeycomb concave micropattern for sound and shock energy absorbers10.1002/admi.202202092 ↗
25. Quasi-static compression and dynamic crushing behaviors of novel hybrid re-entrant auxetic metamaterials with enhanced energy-absorption
26. Reusability and energy absorption behavior of 4D printed continuous fiber-reinforced auxetic composite structures10.1016/j.compositesa.2023.107529 ↗
27. Reversible energy absorption of elasto-plastic auxetic, hexagonal, and AuxHex structures fabricated by FDM 4D printing10.1088/1361-665X/ac6291 ↗
28. Sandwich structures for energy absorption applications: a review10.3390/ma14164731 ↗
29. Inverse design of energy‐absorbing metamaterials by topology optimization10.1002/advs.202204977 ↗
30. Effect of topology on strength and energy absorption of PA12 non-auxetic strut-based lattice structures10.1016/j.jmrt.2022.09.116 ↗
31. Advanced lattice material with high energy absorption based on topology optimisation
32. Novel lightweight high-energy absorbing auxetic structures guided by topology optimisation10.1016/j.ijmecsci.2021.106793 ↗
33. Energy absorption and topology optimization of self-similar inspired multicell square tubes10.1016/j.tws.2023.111491 ↗
34. Isotropic energy absorption of topology optimized lattice structure
35. Topology optimization design of recoverable bistable structures for energy absorption with embedded shape memory alloys
36. Topological study about failure behavior and energy absorption of honeycomb structures under various strain rates10.1016/j.dt.2022.03.011 ↗
37. Deng · 2019
38. Uncover the underlying mechanisms of topology and structural hierarchy in energy absorption performances of bamboo-inspired tubular honeycomb10.1016/j.eml.2022.101640 ↗
39. 3D printing of auxetic metamaterials with digitally reprogrammable shape10.1021/acsami.9b06081 ↗
40. 3D printing of auxetic shape-memory metamaterial towards designable buckling10.1142/S1758825121500113 ↗
41. 3D printing shape memory polymer of laminated multi-component metamaterial towards optimization of auxetic and shape recovery behaviors10.1088/1361-665X/acb187 ↗
42. 4D printed programmable auxetic metamaterials with shape memory effects
43. Thermo‐mechanical study on auxetic shape memory periodic open cellular structures part II10.1002/adem.202401310 ↗
44. Experimental investigation and modeling of the temperature memory effect in a 4D-printed auxetic structure10.1088/1361-665X/ac8031 ↗
45. Investigation into the shape memory behavior of peanut-pattern auxetic structures10.3144/expresspolymlett.2022.50 ↗
46. Fabrication and characterization of shape memory auxetic metamaterial10.1177/1045389X221099452 ↗
47. Shape memory alloy thin film auxetic structures10.1002/admt.202201991 ↗
48. Experimental and numerical analysis of shape memory sinusoidal lattice structure: optimization through fusing an artificial neural network to a genetic algorithm10.1016/j.compstruct.2023.117454 ↗
49. Shape memory response and hierarchical motion capabilities of 4D printed auxetic structures