journal article·2026-07Open access

Thermomechanical cycles in acrylate-based shape memory polymers containing alumina nanoparticles: A representative microstructure-based numerical framework

Alireza Moradi, Reza Ansari, Mohammad Kazem Hassanzadeh-Aghdam, Jamaloddin Jamali

Abstract

Shape memory polymer (SMP) nanocomposites demonstrate significantly enhanced functional capabilities relative to conventional SMPs, primarily due to the deliberate integration of nanoparticles. In this context, aluminum oxide nanoparticles (Al 2 O 3 NPs) emerge as highly effective reinforcements due to their exceptional mechanical robustness, thermal/chemical stability, compatibility with polymers, and widespread availability. This study aims to elucidate the role of Al 2 O 3 NPs in governing the thermomechanical response of acrylate-based SMPs, with particular emphasis on microstructural morphology and defect-mediated mechanisms. To this end, the SMP matrix is defined within a thermo-visco-hyperelastic constitutive framework, in which the material response is governed by the coupled contributions of thermal expansion, viscoelastic relaxation governed by the time-temperature superposition principle, and hyperelastic deformation. Based on micromechanical principles, a morphology-informed computational simulation is implemented to generate representative volume elements (RVEs), facilitating explicit representation of microstructural features and prediction of macroscopic behavior. Thermomechanical analysis is conducted using a finite element solver under cyclic stress-free shape recovery and stress reactivation at constant strain, following a five-step thermomechanical sequence comprising preheating, loading, cooling, unloading, and heating. The findings reveal that Al 2 O 3 NP content, geometry, and dispersion state, together with microstructural imperfections, significantly influence the shape memory behavior. Uniform dispersion of Al 2 O 3 NPs is shown to enhance shape memory behavior, with increased concentration and reduced size promoting improved actuation responsiveness. In contrast, agglomeration and voids are identified as detrimental to performance; however, their adverse effects can be partially mitigated through strategies such as cluster disruption and void size reduction.
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Research context

OpenAlex topics: Polymer composites and self-healing · Shape Memory Alloy Transformations · Advanced Materials and Mechanics

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References (55)

Show source-provided references
1. 4D printed continuous fiber reinforced shape memory polymer composites with enhanced mechanical properties and shape memory effects10.1016/j.compositesa.2024.108085 ↗
2. On the origin of the vogel–fulcher–tammann law in the thermo-responsive shape memory effect of amorphous polymers10.1088/0964-1726/22/10/105021 ↗
3. 4D printing of mechanically robust PLA/TPU/Fe3O4 magneto-responsive shape memory polymers for smart structures10.1016/j.compositesb.2022.110382 ↗
4. Multi-objective topology optimization of energy absorbing structures incorporating shape memory polymers: design, behavior, and recoverability10.1016/j.jmrt.2026.03.069 ↗
5. Regulation of glass transition temperature in thermo‐responsive epoxy shape memory polymers: the roles of chemical crosslinking density and chain flexibility10.1002/pol.20240728 ↗
6. A reconfigurable, self-healing and near infrared light responsive thermoset shape memory polymer10.1016/j.compscitech.2019.107940 ↗
7. A fascinating metallo-supramolecular polymer network with thermal/magnetic/light-responsive shape-memory effects anchored by Fe3O4 nanoparticles10.1021/acs.macromol.7b02641 ↗
8. Space deployable parabolic reflector based on shape memory polymer composites10.1016/j.compstruct.2022.116327 ↗
9. Design development and testing of a morphable vehicle underbody shield actuated by shape memory alloys10.1088/1361-665X/addeb1 ↗
10. Challenges and opportunities of self‐healing polymers and devices for extreme and hostile environments10.1002/adma.202008052 ↗
11. Design of novel poly (L-lactide)-based shape memory multiblock copolymers for biodegradable esophageal stent application
12. From drug molecules to thermoset shape memory polymers: a machine learning approach10.1021/acsami.1c20947 ↗
13. Shape memory polymer with programmable recovery onset10.1038/s41586-023-06520-8 ↗
14. Shape memory mechanical metamaterials10.1016/j.mattod.2023.04.003 ↗
15. Photo-cross-linking: a powerful and versatile strategy to develop shape-memory polymers10.1016/j.progpolymsci.2019.05.001 ↗
16. Multidirectional triple-shape-memory polymer by tunable cross-linking and crystallization10.1021/acsami.9b19448 ↗
17. Reprogrammable recovery and actuation behaviour of shape-memory polymers10.1038/s41578-018-0078-8 ↗
18. MXene/epoxy-based shape memory nanocomposites with highly stable thermal-mechanical coupling effect for constructing an effective information transmission medium10.1016/j.compscitech.2022.109505 ↗
19. Photo switchable 4D printing remotely controlled responsive and mimetic deformation shape memory polymer nanocomposites10.1002/adfm.202401431 ↗
20. Numerical homogenization of coiled carbon nanotube reinforced shape memory polymer nanocomposites10.1088/1361-665X/ab02b6 ↗
21. A novel one-pot biosynthesis of pure alpha aluminum oxide nanoparticles using the macroalgae Sargassum ilicifolium: a green marine approach10.1016/j.ceramint.2018.02.091 ↗
22. Evolving corundum nanoparticles at room temperature10.1016/j.actamat.2023.119038 ↗
23. Sol-gel processed high-k aluminum oxide dielectric films for fully solution-processed low-voltage thin-film transistors10.1016/j.ceramint.2018.02.120 ↗
24. Solvent-free hydrothermal synthesis of gamma-aluminum oxide nanoparticles with selective adsorption of Congo red10.1016/j.jcis.2018.10.054 ↗
25. Reinforcement and toughening mechanisms in polymer nanocomposites–carbon nanotubes and aluminum oxide10.1016/j.compositesb.2015.01.019 ↗
26. Nano-sized aluminum oxide reinforced commercial casting A356 alloy matrix: evaluation of hardness, wear resistance and compressive strength focusing on particle distribution in aluminum matrix10.1016/j.compositesb.2013.04.038 ↗
27. Advanced nanocomposite phase change material based on calcium chloride hexahydrate with aluminum oxide nanoparticles for thermal energy storage10.1021/acs.energyfuels.7b00851 ↗
28. Effect of Al2O3 nanoparticles on the corrosion behavior of aluminum alloy in simulated vehicle coolant10.1016/j.jallcom.2021.159807 ↗
29. Influence of nanoparticle surface treatment on particle dispersion and interfacial adhesion in low-density polyethylene/aluminium oxide nanocomposites10.1016/j.eurpolymj.2015.01.046 ↗
30. Investigation of thermodynamic and shape memory properties of alumina nanoparticle-loaded graphene oxide (GO) reinforced nanocomposites10.1016/j.matdes.2019.107926 ↗
31. Prediction of effective thermomechanical behavior of shape memory polymer composite with micro-damage interface10.1016/j.coco.2021.100727 ↗
32. Molecular dynamics simulations of thermodynamics and shape memory effect in CNT-epoxy nanocomposites10.1016/j.compscitech.2021.108849 ↗
33. The glass transition and thermoelastic behavior of epoxy-based nanocomposites: a molecular dynamics study10.1016/j.polymer.2011.09.019 ↗
34. When physics meets chemistry at the dynamic glass transition10.1088/1361-6633/ad2b9c ↗
35. Mechanical and infrared thermography analysis of shape memory polyurethane10.1007/s11665-014-0963-2 ↗
36. Investigation of thermomechanical couplings, strain localization and shape memory properties in a shape memory polymer subjected to loading at various strain rates10.1088/0964-1726/25/8/085002 ↗
37. Predicting thermal shape memory of crosslinked polymer networks from linear viscoelasticity10.1016/j.ijsolstr.2011.11.019 ↗
38. Large deformation of shape-memory polymer-based lattice metamaterials10.1016/j.ijmecsci.2022.107593 ↗
39. An advanced modeling framework for capturing elastic/thermoelastic responses and gradual creep progression in graphene nanoplatelet-magnesium nanocomposites10.1016/j.matdes.2026.115945 ↗
40. Micromechanical modeling of the piezoelectric behavior of CNT cement-matrix composites10.1016/j.compositesb.2025.112810 ↗
41. Probabilistic multiscale modeling of 3D randomly oriented and aligned wavy CNT nanocomposites and RVE size determination10.1016/j.compstruct.2018.04.060 ↗
42. The effect of fuzzy fiber-reinforced composite skin on bending stiffness and debonding growth between skin and polymeric foam core of sandwich structures10.1016/j.euromechsol.2023.105182 ↗
43. The effects of thermomechanical coupling on the cold drawing process of glassy polymers10.1002/pen.760321605 ↗
44. On the large deformation behaviour of reinforced rubber at different temperatures10.1016/S0022-5096(97)00028-8 ↗
45. Decomposition of deformation and representation of the free energy function for isotropic thermoelastic solids10.1016/0020-7683(75)90015-3 ↗
46. Evaluating the role of agglomerated carbon nanotubes in the effective properties of polymer nanocomposites: an efficient micromechanics-based finite element framework10.1016/j.commatsci.2024.113337 ↗
47. Pattern transformation of thermo-responsive shape memory polymer periodic cellular structures10.1016/j.ijsolstr.2015.06.022 ↗
48. Experimental characterization and thermoviscoelastic modeling of strain and stress recoveries of an amorphous polymer network10.1016/j.mechmat.2013.08.008 ↗
49. Low-temperature preparation of spherical nano α-Al2O3 particles by chelating the structure of anhydrous aluminium sols10.1016/j.ceramint.2023.12.358 ↗
50. AZoM, n.d. Alumina (Al2O3) Properties and Applications. Available at: https://www.azom.com/properties.aspx?ArticleID=52.
51. Modeling-based mechanistic insights into the role of barium titanate shape and microstructural defects in coupled-field responses of piezoelectric nanocomposites10.1016/j.compositesb.2025.112755 ↗
52. Morphology-centric computational simulation for predicting coupled-field responses of graphene nanoplatelet/barium titanate nanowire/polydimethylsiloxane nanocomposites10.1016/j.compstruct.2025.119385 ↗
53. One-stone-two-bird programmable temperature-gated 4D encryption enabled by precisely and synergistically controlled shape and color transformations of polyurethane films10.1016/j.cej.2025.171407 ↗
54. Programmable structure with shape memory materials for soft robotics10.1088/1361-665X/ae2a85 ↗
55. Stimulus methods of multi-functional shape memory polymer nanocomposites: a review10.1016/j.compositesa.2017.04.022 ↗