Tailored carbon nanotubes (CNTs)/ thermoplastic polyurethane (TPU) composite pressure sensors via optimized 3D printing for smart wearable electronics
Source abstract
Abstract
The advancement of wearable electronics relies on the development of lightweight, flexible, and durable sensors capable of real-time detection. Thermoplastic polyurethane (TPU) offers excellent elasticity and comfort but lacks intrinsic conductivity. Unlike, conventional bulk CNT/TPU composite printing, which incorporates CNTs directly into the filament and may affect printability and flexibility, or simple surface coating methods, which may suffer from weak CNT adhesion during repeated deformation. This study proposes a post-printing CNT surface embedding strategy. The approach combined ultrasonication cavitation-enabled treatment and thermal-assisted process to improve CNT attachment, conductive network formation, and interlayer bonding in 3D printed TPU structures. Two TPU grades (TPU89A and TPU92A) were extruded into filaments and compared with commercial TPU95A. Samples were fabricated using fused deposition modeling with honeycomb infill patterns at 20%-60%. Following immersion in a 1% CNT suspension, ultrasonication treatment, and thermal treatment at 120 °C, SEM-EDS and Raman spectroscopy confirmed CNT incorporation on the TPU surface, with carbon content increasing from 63.85% wt% to 76.71 wt% and distinct D (1325 cm −1 ) and G (1582 cm −1 ) bands. X-ray tomography verified homogeneous CNT dispersion and reduced interlayer voids. Low-density structures (20%) exhibited higher deformability due to greater porosity, while 60% infill provided improved rigidity and contact stability. Among the TPU grades, TPU89A exhibited superior flexibility, enhancing CNT contact variation under pressure. Electromechanical testing revealed sensitivities of 17.82, 21.01, and 41.81 kPa −1 for 20%, 40%, and 60% infill, respectively, within the effective 0-0.002 MPa. Higher infill enabled denser conductive pathways, outperforming TPU92A (30.76 kPa −1 ) and TPU95 (37.43 kPa −1 ). Cyclic compression confirmed stable and repeatable ΔR/R 0 signal over 1000 cycles at 50% elongation. When attached beneath a shoe insole, the sensor effectively detected variations during walking, and running. The optimized TPU89A_HN60_CNT composite achieved enhanced sensitivity, flexibility, and preliminary durability, showing its potential as a function prototype for wearable and tactile-sensing applications.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Advanced Sensor and Energy Harvesting Materials · Carbon Nanotubes in Composites · Additive Manufacturing and 3D Printing Technologies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (40)
Show source-provided references
1. Flexible and high-performance piezoresistive strain sensors based on multi-walled carbon nanotubes@polyurethane foam10.1039/D2RA01291J ↗
2. Highly sensitive, breathable, and flexible pressure sensor based on electrospun membrane with assistance of AgNW/TPU as composite dielectric layer10.3390/s20092459 ↗
3. Recent advances of wearable and flexible piezoresistivity pressure sensor devices and its future prospects10.1016/j.jmat.2020.01.009 ↗
4. When nanocellulose meets liquid metal: a review of the synergistic frontier for flexible electronics10.1007/s10570-025-06808-0 ↗
5. Hierarchical cellulose nanopaper origami electronics10.1016/j.carbpol.2025.124627 ↗
6. Deformation-adaptive pressure sensors based on multi-level discrete sensing arrays for morphing electronics and human–machine interaction10.1038/s41528-025-00522-4 ↗
7. Fabrication and challenges of 3D printed sensors for biomedical applications-comprehensive review
8. Study on CNT/TPU cube under the 3D printing conditions of infill patterns and density10.1038/s41598-023-44951-5 ↗
9. Chapter 3 - allotropes of carbon and carbon nanotubes
10. Kantaros · 2013
11. A review on the melt extrusion-based fused deposition modeling (FDM): background, materials, process parameters and military applications
12. Flexible sensing platform based on polymer materials for health and exercise monitoring10.1016/j.aej.2023.11.085 ↗
13. 3D printing technologies for flexible Tactile sensors toward wearable electronics and electronic skin10.3390/polym10060629 ↗
14. Highly sensitive flexible piezoresistive sensor with 3D conductive network10.1021/acsami.0c09552 ↗
15. Effect of infill density and infill pattern on the mechanical properties of 3D printed PLA parts
16. Fabrication and characterization of flexible medical-grade TPU filament for fused deposition modeling 3DP technology10.3390/polym10121304 ↗
17. Research on drop-weight impact of continuous carbon fiber reinforced 3D printed honeycomb structure
18. Hierarchical biological materials
19. Dimensional accuracy analysis of coupled fused deposition modeling and vapour smoothing operations for biomedical applications10.1016/j.compositesb.2017.02.045 ↗
20. Highly sensitive and flexible piezoresistive sensor based on c-MWCNTs decorated TPU electrospun fibrous network for human motion detection10.1016/j.compscitech.2020.108617 ↗
21. Wear dynamics of a TPU/steel contact under reciprocal sliding10.1016/j.wear.2014.04.005 ↗
22. Synthesis and properties of polyurethanes based on polyolefine: 1. Rigid polyurethanes and amorphous segmented polyurethanes prepared in polar solvents under homogeneous conditions10.1016/0032-3861(91)90024-D ↗
23. Computational analysis of the extrusion process of fused deposition modeling of acrylonitrile-butadiene-styrene
24. Achieving a highly efficient chitosan-based triboelectric nanogenerator via adding organic proteins: influence of morphology and molecular structure10.1016/j.nanoen.2021.106430 ↗
25. Highly sensitive flexible piezoresistive sensor with 3D conductive network
26. Electrically conductive membranes obtained by simultaneous electrospinning and electrospraying processes
27. Optimization of the production of aligned CNTs array as the gas sensing element10.4028/www.scientific.net/MSF.756.156 ↗
28. Effects of infill characteristics and strain rate on the deformation and failure properties of additively manufactured polyamide-based composite structures10.1016/j.rinp.2020.103346 ↗
29. Investigation of a novel poly (lactic acid) porous material toughened by thermoplastic polyurethane10.1007/s10853-022-06951-0 ↗
30. Flexible piezoresistive pressure sensor based on electrospun rough polyurethane nanofibers film for human motion monitoring10.3390/nano12040723 ↗
31. Flexible pressure sensors via engineering microstructures for wearable human-machine interaction and health monitoring applications10.1016/j.isci.2022.104148 ↗
32. High sensitivity and broad linearity range pressure sensor based on hierarchical in-situ filling porous structure10.1038/s41528-022-00191-7 ↗
33. Highly sensitive flexible piezoresistive sensor with 3D conductive network10.1021/acsami.0c09552 ↗
34. Highly sensitive and flexible piezoresistive sensor based on c-MWCNTs decorated TPU electrospun fibrous network for human motion detection10.1016/j.compscitech.2020.108617 ↗
35. Preparation and laser sintering of a thermoplastic polyurethane carbon nanotube composite-based pressure sensor10.1039/D0RA04479B ↗
36. High-performance pressure/strain sensors featuring a conductive network constructed from c-MWCNTs and nanospheres for human activity monitoring10.1039/D2TC01797K ↗
37. High-sensitivity and ultra-broad linear working region flexible piezoresistive pressure sensors based on PDMS/CNT/TPU10.1016/j.jallcom.2024.177711 ↗
38. Bioinspired low hysteresis flexible pressure sensor using nanocomposites of multiwalled carbon nanotubes, silicone rubber, and carbon nanofiber for human–computer interaction10.1021/acsanm.4c02631 ↗
39. Flexible pressure sensors with high pressure sensitivity and low detection limit using a unique honeycomb-designed polyimide/reduced graphene oxide composite aerogel10.1039/D0RA10929K ↗
40. Wearable, washable piezoresistive pressure sensor based on polyurethane sponge coated with composite CNT/CB/TPU