Sustainable Carbon Aerogels from Polyolefin Plastics for High-Linearity Bidirectional Strain Sensing
Corresponding Author: Fuqiang Huang
Nano-Micro Letters,
Vol. 18 (2026), Article Number: 362
Abstract
Achieving highly linear and sensitive strain sensing under both tensile and compressive deformation remains a critical challenge in wearable electronics, as it demands a conductive network capable of reversible reconfiguration without compromising structural uniformity. This challenge is further intensified in hierarchical carbon nanostructures, where catalyst deactivation and unregulated carbon supply frequently lead to nonuniform nanocarbon growth and severely heterogeneous conductive pathways. Herein, we report a hierarchical carbon aerogel derived from plastics. Carbon nanofibers (CNFs) are in situ grown on elastic carbonized cotton fibers via plastic pyrolysis, enabled by Ni–S-modified catalytic interface and sustained carbon flux from plastic decomposition. The coupled regulation suppresses uneven nanocarbon deposition, yielding an elastic fibrous backbone densely interconnected by CNFs. The resulting network facilitates reversible reconstruction of conductive contacts under tension and compression, delivering a nearly linear electromechanical response over a broad bidirectional strain window with linear gauge factors of 7.8 at 82% tension and 1.7 at 28% compression, while maintaining stable sensitivity over 5000 cycles within a ± 20% strain window. Overall, this work achieves a wide bidirectional strain range, high sensitivity, and long-term stability, rarely combined in carbon-based strain sensors. Moreover, it reliably resolves strain direction and magnitude, enables sensitive adhesion sensing and joint-motion monitoring, highlighting its potential for next-generation human–machine interfaces.
Highlights:
1 Ni–S interfacial regulation combined with sustained carbon feeding from plastics enables uniform, controllable carbon nanofibers growth on cotton, producing a conductive and elastic carbon aerogel.
2 Aerogel encapsulation delivers near-linear, wide-range bidirectional strain sensing without signal saturation or pronounced asymmetry.
3 Coaxial bidirectional outputs quantify adhesion dynamics and extract a force-independent interfacial adhesion coefficient for bio-interfaces.
Keywords
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- D. Xu, Y. Yang, K. Numata, B. Pang, Flexible polymer-based electronics for human health monitoring: a safety-level-oriented review of materials and applications. Nano-Micro Lett. 18(1), 213 (2026). https://doi.org/10.1007/s40820-025-02059-7
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- S.A. Graham, B. Dudem, H. Patnam, A.R. Mule, J.S. Yu, Integrated design of highly porous cellulose-loaded polymer-based triboelectric films toward flexible, humidity-resistant, and sustainable mechanical energy harvesters. ACS Energy Lett. 5(7), 2140–2148 (2020). https://doi.org/10.1021/acsenergylett.0c00635
- A.J. Uddin, M. Rahman, Sustainable and cleaner production of elastic core-spun yarns for stretch denim with maximal utilization of recycled cotton extracted from pre-consumer fabric waste. Heliyon 10(4), e25444 (2024). https://doi.org/10.1016/j.heliyon.2024.e25444
- J.C. Acomb, C. Wu, P.T. Williams, The use of different metal catalysts for the simultaneous production of carbon nanotubes and hydrogen from pyrolysis of plastic feedstocks. Appl. Catal. B Environ. 180, 497–510 (2016). https://doi.org/10.1016/j.apcatb.2015.06.054
- L.P. Ding, B. McLean, Z. Xu, X. Kong, D. Hedman et al., Why carbon nanotubes grow. J. Am. Chem. Soc. 144(12), 5606–5613 (2022). https://doi.org/10.1021/jacs.2c00879
- J. Hu, Z. Liu, Y. You, H. Zhang, X. Chen et al., Root characterization of Fe-based catalyzed carbon nanotube forests. Colloid Interface Sci. Commun. 53, 100703 (2023). https://doi.org/10.1016/j.colcom.2023.100703
- E. Gioria, V.K. Ocampo-Restrepo, A.S. Bjørnlund, V.K. Pedersen, S. Helveg et al., CH4 decomposition on nickel phyllosilicate: switching from tip to base growth of carbon nanotubes. Small 21(31), 2500994 (2025). https://doi.org/10.1002/smll.202500994
- R.M. Sundaram, K.K.K. Koziol, A.H. Windle, Continuous direct spinning of fibers of single-walled carbon nanotubes with metallic chirality. Adv. Mater. 23(43), 5064–5068 (2011). https://doi.org/10.1002/adma.201102754
- G. Li, S. Tan, R. Song, T. Tang, Synergetic effects of molybdenum and magnesium in Ni–Mo–Mg catalysts on the one-step carbonization of polystyrene into carbon nanotubes. Ind. Eng. Chem. Res. 56(41), 11734–11744 (2017). https://doi.org/10.1021/acs.iecr.7b02697
- Y. Shibuta, J.A. Elliott, A molecular dynamics study of the graphitization ability of transition metals for catalysis of carbon nanotube growth via chemical vapor deposition. Chem. Phys. Lett. 472(4–6), 200–206 (2009). https://doi.org/10.1016/j.cplett.2009.03.010
- M.S. Motta, A. Moisala, I.A. Kinloch, A.H. Windle, The role of sulphur in the synthesis of carbon nanotubes by chemical vapour deposition at high temperatures. J. Nanosci. Nanotechnol. 8(5), 2442–2449 (2008). https://doi.org/10.1166/jnn.2008.500
- K. Yoshizawa, T. Yumura, T. Yamabe, S. Bandow, The role of orbital interactions in determining the interlayer spacing in graphite slabs. J. Am. Chem. Soc. 122(48), 11871–11875 (2000). https://doi.org/10.1021/ja994457o
- X. Chang, Y. Ma, M. Yang, T. Xing, L. Tang et al., In-situ solid-state growth of N, S codoped carbon nanotubes encapsulating metal sulfides for high-efficient-stable sodium ion storage. Energy Storage Mater. 23, 358–366 (2019). https://doi.org/10.1016/j.ensm.2019.04.039
- Z. Li, X. Li, K. Pang, K. Li, Y. Gao et al., Solvent-free thermoplastic foaming for superelastic graphene monoliths. Nat. Commun. 16(1), 6087 (2025). https://doi.org/10.1038/s41467-025-61123-3
- A.I.J. Alqaderi, N. Ramakrishnan, Carbon-based flexible strain sensors: recent advances and performance insights in human motion detection. Chem. Eng. J. 513, 162609 (2025). https://doi.org/10.1016/j.cej.2025.162609
- S. Zhao, D. Liu, F. Yan, Wearable resistive-type stretchable strain sensors: materials and applications. Adv. Mater. 37(5), e2413929 (2025). https://doi.org/10.1002/adma.202413929
- D.-Y. Jeon, H. Kim, M.W. Lee, S.J. Park, G.-T. Kim, Piezo-impedance response of carbon nanotube/polydimethylsiloxane nanocomposites. APL Mater. 7(4), 041118 (2019). https://doi.org/10.1063/1.5089900
- Y. Jiang, Z. Liu, N. Matsuhisa, D. Qi, W.R. Leow et al., Auxetic mechanical metamaterials to enhance sensitivity of stretchable strain sensors. Adv. Mater. 30(12), 1706589 (2018). https://doi.org/10.1002/adma.201706589
- H. Cai, J. Zheng, J. Zhang, W. Zhang, Y. Zhao et al., Synergistically reinforced bamboo cellulose–graphene aerogel sensors with highly elasticity and strain sensitivity. ACS Appl. Electron. Mater. 7(16), 7755–7765 (2025). https://doi.org/10.1021/acsaelm.5c01129
- S. Zheng, L. Jiang, F. Chang, C. Zhang, N. Ma et al., Preparation of robust and light-weight anisotropic polyimide/graphene composite aerogels for strain sensors. Polym. Adv. Technol. 35(1), e6231 (2024). https://doi.org/10.1002/pat.6231
- Z. Guo, X. Hu, Y. Chen, Y. Ma, F. Zhao et al., Soft, stretchable, high-sensitivity, multi-walled carbon nanotube-based strain sensor for joint healthcare. Nanomaterials 15(5), 332 (2025). https://doi.org/10.3390/nano15050332
- L. Cheng, J. Feng, Facile fabrication of stretchable and compressible strain sensors by coating and integrating low-cost melamine foam scaffolds with reduced graphene oxide and poly (styrene-b-ethylene-butylene-b-styrene). Chem. Eng. J. 398, 125429 (2020). https://doi.org/10.1016/j.cej.2020.125429
- H.-L. Gao, Z.-Y. Wang, C. Cui, J.-Z. Bao, Y.-B. Zhu et al., A highly compressible and stretchable carbon spring for smart vibration and magnetism sensors. Adv. Mater. 33(39), 2170308 (2021). https://doi.org/10.1002/adma.202170308
- C. Bai, S. Jia, W. Chen, L. Li, Y. Zhang et al., Dual-network MXene/polyurethane composite foams for both stretchable and compressible electromagnetic interference shielding and strain sensors. ACS Appl. Mater. Interfaces 17(7), 11108–11116 (2025). https://doi.org/10.1021/acsami.4c21321
References
D. Xu, Y. Yang, K. Numata, B. Pang, Flexible polymer-based electronics for human health monitoring: a safety-level-oriented review of materials and applications. Nano-Micro Lett. 18(1), 213 (2026). https://doi.org/10.1007/s40820-025-02059-7
T. Sun, B. Feng, J. Huo, Y. Xiao, W. Wang et al., Artificial intelligence meets flexible sensors: emerging smart flexible sensing systems driven by machine learning and artificial synapses. Nano-Micro Lett. 16(1), 14 (2023). https://doi.org/10.1007/s40820-023-01235-x
S. Liu, W. Zhang, J. He, Y. Lu, Q. Wu et al., Fabrication techniques and sensing mechanisms of textile-based strain sensors: from spatial 1D and 2D perspectives. Adv. Fiber Mater. 6(1), 36–67 (2024). https://doi.org/10.1007/s42765-023-00338-9
S. Wang, X. Song, X. Song, Y. Gu, Z. Cong et al., Non-invasive brain-computer interfaces: converging frontiers in neural signal decoding and flexible bioelectronics integration. Nano-Micro Lett. 18(1), 193 (2026). https://doi.org/10.1007/s40820-025-02042-2
J. Gao, Y. Fan, Q. Zhang, L. Luo, X. Hu et al., Ultra-robust and extensible fibrous mechanical sensors for wearable smart healthcare. Adv. Mater. 34(20), e2107511 (2022). https://doi.org/10.1002/adma.202107511
J. Min, J. Tu, C. Xu, H. Lukas, S. Shin et al., Skin-interfaced wearable sweat sensors for precision medicine. Chem. Rev. 123(8), 5049–5138 (2023). https://doi.org/10.1021/acs.chemrev.2c00823
Z. Chen, D. Qian, D. Xie, C. Gao, J. Shi et al., Structure and wiring optimized TT/MT double-helical fiber sensors: fabrication and applications in human motion monitoring and gesture recognition. Adv. Sci. 12(12), 2416564 (2025). https://doi.org/10.1002/advs.202416564
Y. Gao, K. Yao, S. Jia, Y. Huang, G. Zhao et al., Advances in materials for haptic skin electronics. Matter 7(9), 2826–2845 (2024). https://doi.org/10.1016/j.matt.2024.06.010
Z. Yao, W. Wu, F. Gao, M. Gong, L. Zhang et al., Flexible tactile sensing systems: challenges in theoretical research transferring to practical applications. Nano-Micro Lett. 18(1), 37 (2025). https://doi.org/10.1007/s40820-025-01872-4
T. Jin, Z. Sun, L. Li, Q. Zhang, M. Zhu et al., Triboelectric nanogenerator sensors for soft robotics aiming at digital twin applications. Nat. Commun. 11(1), 5381 (2020). https://doi.org/10.1038/s41467-020-19059-3
H. Yang, S. Ding, J. Wang, S. Sun, R. Swaminathan et al., Computational design of ultra-robust strain sensors for soft robot perception and autonomy. Nat. Commun. 15(1), 1636 (2024). https://doi.org/10.1038/s41467-024-45786-y
X. Wang, H. Zhang, X. Qi, S. Chen, Z. Huang et al., Flexible sensors for battery health monitoring. Nano-Micro Lett. 18(1), 154 (2026). https://doi.org/10.1007/s40820-025-01999-4
J. Xu, X. Chen, S. Li, Y. Luo, S. Deng et al., On-skin epidermal electronics for next-generation health management. Nano-Micro Lett. 18(1), 25 (2025). https://doi.org/10.1007/s40820-025-01871-5
D. Ren, C. Zhao, S. Zhang, K. Zhang, F. Huang, Novel sulfur-containing carbon nanotubes with graphene nanoflaps for stretchable sensing, Joule heating, and electro-thermal actuating. Adv. Funct. Mater. 33(21), 2300517 (2023). https://doi.org/10.1002/adfm.202300517
Y. Gao, F. Guo, P. Cao, J. Liu, D. Li et al., Winding-locked carbon nanotubes/polymer nanofibers helical yarn for ultrastretchable conductor and strain sensor. ACS Nano 14(3), 3442–3450 (2020). https://doi.org/10.1021/acsnano.9b09533
W. Wang, Z. Luo, X. Yu, X. Yin, L. Xiang et al., A highly permeable and three-dimensional integrated electronic system for wearable human-robot interaction. Nano-Micro Lett. 18(1), 128 (2026). https://doi.org/10.1007/s40820-025-01974-z
W. Zhu, Y. Zhuang, J. Weng, Q. Huang, G. Lai et al., Evolution of naturally dried MXene-based composite aerogels with flash Joule annealing for large-scale production of highly sensitive customized sensors. Adv. Mater. 36(33), 2407138 (2024). https://doi.org/10.1002/adma.202407138
J. Zhang, W. Guo, S. Shen, Q. Zhang, X. Chen et al., High-compressive, elastic, and wearable cellulose nanofiber-based carbon aerogels for efficient electromagnetic interference shielding. ACS Appl. Mater. Interfaces 16(13), 16612–16621 (2024). https://doi.org/10.1021/acsami.3c16559
D. Kang, P.V. Pikhitsa, Y.W. Choi, C. Lee, S.S. Shin et al., Ultrasensitive mechanical crack-based sensor inspired by the spider sensory system. Nature 516(7530), 222–226 (2014). https://doi.org/10.1038/nature14002
K. Meng, X. Xiao, W. Wei, G. Chen, A. Nashalian et al., Wearable pressure sensors for pulse wave monitoring. Adv. Mater. 34(21), 2109357 (2022). https://doi.org/10.1002/adma.202109357
S. Lee, S. Franklin, F.A. Hassani, T. Yokota, M.O.G. Nayeem et al., Nanomesh pressure sensor for monitoring finger manipulation without sensory interference. Science 370(6519), 966–970 (2020). https://doi.org/10.1126/science.abc9735
B. Yao, Y. Zhu, F. Jin, Z. Liu, Z. Meng et al., Stretchable strain sensors based on liquid metal channels with simultaneous significant improvements in linearity and sensitivity. Adv. Funct. Mater. 36(12), e17648 (2026). https://doi.org/10.1002/adfm.202517648
S.S. Nemala, B. Bernardino, R.M.R. Pinto, V. Lopes, P. Alpuim et al., Electrically conductive nanocarbon/elastomer composite inks for flexible and wearable strain sensing. Small 21(50), e06844 (2025). https://doi.org/10.1002/smll.202506844
F. Guo, Y. Jiang, Z. Xu, Y. Xiao, B. Fang et al., Highly stretchable carbon aerogels. Nat. Commun. 9, 881 (2018). https://doi.org/10.1038/s41467-018-03268-y
S.A. Graham, B. Dudem, H. Patnam, A.R. Mule, J.S. Yu, Integrated design of highly porous cellulose-loaded polymer-based triboelectric films toward flexible, humidity-resistant, and sustainable mechanical energy harvesters. ACS Energy Lett. 5(7), 2140–2148 (2020). https://doi.org/10.1021/acsenergylett.0c00635
A.J. Uddin, M. Rahman, Sustainable and cleaner production of elastic core-spun yarns for stretch denim with maximal utilization of recycled cotton extracted from pre-consumer fabric waste. Heliyon 10(4), e25444 (2024). https://doi.org/10.1016/j.heliyon.2024.e25444
J.C. Acomb, C. Wu, P.T. Williams, The use of different metal catalysts for the simultaneous production of carbon nanotubes and hydrogen from pyrolysis of plastic feedstocks. Appl. Catal. B Environ. 180, 497–510 (2016). https://doi.org/10.1016/j.apcatb.2015.06.054
L.P. Ding, B. McLean, Z. Xu, X. Kong, D. Hedman et al., Why carbon nanotubes grow. J. Am. Chem. Soc. 144(12), 5606–5613 (2022). https://doi.org/10.1021/jacs.2c00879
J. Hu, Z. Liu, Y. You, H. Zhang, X. Chen et al., Root characterization of Fe-based catalyzed carbon nanotube forests. Colloid Interface Sci. Commun. 53, 100703 (2023). https://doi.org/10.1016/j.colcom.2023.100703
E. Gioria, V.K. Ocampo-Restrepo, A.S. Bjørnlund, V.K. Pedersen, S. Helveg et al., CH4 decomposition on nickel phyllosilicate: switching from tip to base growth of carbon nanotubes. Small 21(31), 2500994 (2025). https://doi.org/10.1002/smll.202500994
R.M. Sundaram, K.K.K. Koziol, A.H. Windle, Continuous direct spinning of fibers of single-walled carbon nanotubes with metallic chirality. Adv. Mater. 23(43), 5064–5068 (2011). https://doi.org/10.1002/adma.201102754
G. Li, S. Tan, R. Song, T. Tang, Synergetic effects of molybdenum and magnesium in Ni–Mo–Mg catalysts on the one-step carbonization of polystyrene into carbon nanotubes. Ind. Eng. Chem. Res. 56(41), 11734–11744 (2017). https://doi.org/10.1021/acs.iecr.7b02697
Y. Shibuta, J.A. Elliott, A molecular dynamics study of the graphitization ability of transition metals for catalysis of carbon nanotube growth via chemical vapor deposition. Chem. Phys. Lett. 472(4–6), 200–206 (2009). https://doi.org/10.1016/j.cplett.2009.03.010
M.S. Motta, A. Moisala, I.A. Kinloch, A.H. Windle, The role of sulphur in the synthesis of carbon nanotubes by chemical vapour deposition at high temperatures. J. Nanosci. Nanotechnol. 8(5), 2442–2449 (2008). https://doi.org/10.1166/jnn.2008.500
K. Yoshizawa, T. Yumura, T. Yamabe, S. Bandow, The role of orbital interactions in determining the interlayer spacing in graphite slabs. J. Am. Chem. Soc. 122(48), 11871–11875 (2000). https://doi.org/10.1021/ja994457o
X. Chang, Y. Ma, M. Yang, T. Xing, L. Tang et al., In-situ solid-state growth of N, S codoped carbon nanotubes encapsulating metal sulfides for high-efficient-stable sodium ion storage. Energy Storage Mater. 23, 358–366 (2019). https://doi.org/10.1016/j.ensm.2019.04.039
Z. Li, X. Li, K. Pang, K. Li, Y. Gao et al., Solvent-free thermoplastic foaming for superelastic graphene monoliths. Nat. Commun. 16(1), 6087 (2025). https://doi.org/10.1038/s41467-025-61123-3
A.I.J. Alqaderi, N. Ramakrishnan, Carbon-based flexible strain sensors: recent advances and performance insights in human motion detection. Chem. Eng. J. 513, 162609 (2025). https://doi.org/10.1016/j.cej.2025.162609
S. Zhao, D. Liu, F. Yan, Wearable resistive-type stretchable strain sensors: materials and applications. Adv. Mater. 37(5), e2413929 (2025). https://doi.org/10.1002/adma.202413929
D.-Y. Jeon, H. Kim, M.W. Lee, S.J. Park, G.-T. Kim, Piezo-impedance response of carbon nanotube/polydimethylsiloxane nanocomposites. APL Mater. 7(4), 041118 (2019). https://doi.org/10.1063/1.5089900
Y. Jiang, Z. Liu, N. Matsuhisa, D. Qi, W.R. Leow et al., Auxetic mechanical metamaterials to enhance sensitivity of stretchable strain sensors. Adv. Mater. 30(12), 1706589 (2018). https://doi.org/10.1002/adma.201706589
H. Cai, J. Zheng, J. Zhang, W. Zhang, Y. Zhao et al., Synergistically reinforced bamboo cellulose–graphene aerogel sensors with highly elasticity and strain sensitivity. ACS Appl. Electron. Mater. 7(16), 7755–7765 (2025). https://doi.org/10.1021/acsaelm.5c01129
S. Zheng, L. Jiang, F. Chang, C. Zhang, N. Ma et al., Preparation of robust and light-weight anisotropic polyimide/graphene composite aerogels for strain sensors. Polym. Adv. Technol. 35(1), e6231 (2024). https://doi.org/10.1002/pat.6231
Z. Guo, X. Hu, Y. Chen, Y. Ma, F. Zhao et al., Soft, stretchable, high-sensitivity, multi-walled carbon nanotube-based strain sensor for joint healthcare. Nanomaterials 15(5), 332 (2025). https://doi.org/10.3390/nano15050332
L. Cheng, J. Feng, Facile fabrication of stretchable and compressible strain sensors by coating and integrating low-cost melamine foam scaffolds with reduced graphene oxide and poly (styrene-b-ethylene-butylene-b-styrene). Chem. Eng. J. 398, 125429 (2020). https://doi.org/10.1016/j.cej.2020.125429
H.-L. Gao, Z.-Y. Wang, C. Cui, J.-Z. Bao, Y.-B. Zhu et al., A highly compressible and stretchable carbon spring for smart vibration and magnetism sensors. Adv. Mater. 33(39), 2170308 (2021). https://doi.org/10.1002/adma.202170308
C. Bai, S. Jia, W. Chen, L. Li, Y. Zhang et al., Dual-network MXene/polyurethane composite foams for both stretchable and compressible electromagnetic interference shielding and strain sensors. ACS Appl. Mater. Interfaces 17(7), 11108–11116 (2025). https://doi.org/10.1021/acsami.4c21321