Skin inspired fractal strain sensors using a copper nanowire and graphite microflake hybrid conductive network
Open accessAbstract
This work demonstrates a facile "paint-on" approach to fabricate highly stretchable and highly sensitive strain sensors by combining one-dimensional copper nanowire networks with two-dimensional graphite microflakes. This paint-on approach allows for the fabrication of electronic skin (e-skin) patches which can directly replicate with high fidelity the human skin surface they are on, regardless of the topological complexity. This leads to high accuracy for detecting biometric signals for applications in personalised wearable sensors. The copper nanowires contribute to high stretchability and the graphite flakes offer high sensitivity, and their hybrid coating offers the advantages of both. To understand the topological effects on the sensing performance, we utilized fractal shaped elastomeric substrates and systematically compared their stretchability and sensitivity. We could achieve a high stretchability of up to 600% and a maximum gauge factor of 3000. Our simple yet efficient paint-on approach enabled facile fine-tuning of sensitivity/stretchability simply by adjusting ratios of 1D vs. 2D materials in the hybrid coating, and the topological structural designs. This capability leads to a wide range of biomedical sensors demonstrated here, including pulse sensors, prosthetic hands, and a wireless ankle motion sensor.
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Wearable strain sensors with a large strain detection range are widely used to monitor body motions, including finger bending, forearm muscle movements, and knee motions.
“Wearable strain sensors with a large strain detection range are widely used to monitor body motions, including finger bending, [41,52,120,123,126] forearm muscle movements, [21,44,52,103,120,123,153] and knee motions.[41,121,153]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [21]
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Cites
A stretchable carbon nanotube strain sensor for human-motion detection
Yamada, T., Hayamizu, Y., Yamamoto, Y., Yomogida, Y., Izadi-Najafabadi, A., Futaba, D. N., & Hata, K. (2011) · Nature Nanotechnology · doi:10.1038/nnano.2011.36 · Cited by 3,247 · see citing works
Highly Stretchable and Sensitive Strain Sensor Based on Silver Nanowire–Elastomer Nanocomposite
Amjadi, M., Pichitpajongkit, A., Lee, S., Ryu, S., & Park, I. (2014) · ACS Nano · doi:10.1021/nn501204t · Cited by 2,350 · see citing works
A wearable and highly sensitive pressure sensor with ultrathin gold nanowires
Gong, S., Schwalb, W., Wang, Y., Chen, Y., Tang, Y., Si, J., Shirinzadeh, B., & Cheng, W. (2014) · Nature Communications · doi:10.1038/ncomms4132 · Cited by 2,064 · see citing works
Self-citationSchwartz, G., Tee, B. C.-K., Mei, J., Appleton, A. L., Kim, D. H., Wang, H., & Bao, Z. (2013) · Nature Communications · doi:10.1038/ncomms2832 · Cited by 2,042 · see citing works
A flexible and highly sensitive strain-gauge sensor using reversible interlocking of nanofibres
Pang, C., Lee, G.-Y., Kim, T.-I., Kim, S. M., Kim, H. N., Ahn, S.-H., & Suh, K.-Y. (2012) · Nature Materials · doi:10.1038/nmat3380 · Cited by 1,695 · see citing works
Embedded 3D Printing of Strain Sensors within Highly Stretchable Elastomers
Muth, J. T., Vogt, D. M., Truby, R. L., Mengüç, Y., Kolesky, D. B., Wood, R. J., & Lewis, J. A. (2014) · Advanced Materials · doi:10.1002/adma.201400334 · Cited by 1,610 · see citing works
Xu, S., Zhang, Y., Cho, J., Lee, J., Huang, X., Jia, L., Fan, J. A., Su, Y., Su, J., Zhang, H., et al. (2013) · Nature Communications · doi:10.1038/ncomms2553 · Cited by 1,404 · see citing works
Ultrathin conformal devices for precise and continuous thermal characterization of human skin
Webb, R. C., Bonifas, A. P., Behnaz, A., Zhang, Y., Yu, K. J., Cheng, H., Shi, M., Bian, Z., Liu, Z., Kim, Y.-S., et al. (2013) · Nature Materials · doi:10.1038/nmat3755 · Cited by 1,229 · see citing works
Fractal design concepts for stretchable electronics
Fan, J. A., Yeo, W.-H., Su, Y., Hattori, Y., Lee, W., Jung, S.-Y., Zhang, Y., Liu, Z., Cheng, H., Falgout, L., et al. (2014) · Nature Communications · doi:10.1038/ncomms4266 · Cited by 1,088 · see citing works
Wearable and Highly Sensitive Graphene Strain Sensors for Human Motion Monitoring
Wang, Y., Wang, L., Yang, T., Li, X., Zang, X., Zhu, M., Wang, K., Wu, D., & Zhu, H. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201400379 · Cited by 1,085 · see citing works
Park, M., Im, J., Shin, M., Min, Y., Park, J., Cho, H., Park, S., Shim, M., Jeon, S., Chung, D., et al. (2012) · Nature Nanotechnology · doi:10.1038/nnano.2012.206 · Cited by 919 · see citing works
Multifunctional Epidermal Electronics Printed Directly Onto the Skin
Yeo, W., Kim, Y., Lee, J., Ameen, A., Shi, L., Li, M., Wang, S., Ma, R., Jin, S. H., Kang, Z., et al. (2013) · Advanced Materials · doi:10.1002/adma.201204426 · Cited by 829 · see citing works
Self-citationGraphene-based transparent strain sensor
Bae, S.-H., Lee, Y., Sharma, B. K., Lee, H.-J., Kim, J.-H., & Ahn, J.-H. (2013) · Carbon · doi:10.1016/j.carbon.2012.08.048 · Cited by 777 · see citing works
Cai, L., Song, L., Luan, P., Zhang, Q., Zhang, N., Gao, Q., Zhao, D., Zhang, X., Tu, M., Yang, F., et al. (2013) · Scientific Reports · doi:10.1038/srep03048 · Cited by 681 · see citing works
Stretchable and highly sensitive graphene-on-polymer strain sensors
Li, X., Zhang, R., Yu, W., Wang, K., Wei, J., Wu, D., Cao, A., Li, Z., Cheng, Y., Zheng, Q., et al. (2012) · Scientific Reports · doi:10.1038/srep00870 · Cited by 611 · see citing works
Lim, S., Son, D., Kim, J., Lee, Y. B., Song, J., Choi, S., Lee, D. J., Kim, J. H., Lee, M., Hyeon, T., et al. (2015) · Advanced Functional Materials · doi:10.1002/adfm.201402987 · Cited by 582 · see citing works
Topology Optimized Architectures with Programmable Poisson's Ratio over Large Deformations
Clausen, A., Wang, F., Jensen, J. S., Sigmund, O., & Lewis, J. A. (2015) · Advanced Materials · doi:10.1002/adma.201502485 · Cited by 554 · see citing works
Jin, M., He, G., Zhang, H., Zeng, J., Xie, Z., & Younan Xia, A. (2011) · Angewandte Chemie International Edition · doi:10.1002/anie.201105539 · Cited by 477 · see citing works
Highly Stretchy Black Gold E‐Skin Nanopatches as Highly Sensitive Wearable Biomedical Sensors
Gong, S., Lai, D. T. H., Su, B., Si, K. J., Ma, Z., Yap, L. W., Guo, P., & Cheng, W. (2015) · Advanced Electronic Materials · doi:10.1002/aelm.201400063 · Cited by 461 · see citing works
Self-citationA Novel Class of Strain Gauges Based on Layered Percolative Films of 2D Materials
Hempel, M., Nezich, D., Kong, J., & Hofmann, M. (2012) · Nano Letters · doi:10.1021/nl302959a · Cited by 445 · see citing works
Synthesis of Oxidation-Resistant Cupronickel Nanowires for Transparent Conducting Nanowire Networks
Rathmell, A. R., Nguyen, M., Chi, M., et al. (2012) · Nano Letters · doi:10.1021/nl301168r · Cited by 331 · see citing works
Tattoolike Polyaniline Microparticle-Doped Gold Nanowire Patches as Highly Durable Wearable Sensors
Gong, S. P., Lai, D. T. H., Wang, Y., Yap, L. W., Si, K. J., Shi, Q., Jason, N. N., Sridhar, T., Uddin, M. H., & Cheng, W. (2015) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5b05001 · Cited by 305 · see citing works
Self-citation“Cut‐and‐Paste” Manufacture of Multiparametric Epidermal Sensor Systems
Yang, S., Chen, Y., Nicolini, L., Pasupathy, P., Sacks, J., Su, B., Yang, R., Sanchez, D., Chang, Y., Wang, P., et al. (2015) · Advanced Materials · doi:10.1002/adma.201502386 · Cited by 304 · see citing works
Song, J., Li, J., Xu, J., et al. (2014) · Nano Letters · doi:10.1021/nl502647k · Cited by 279 · see citing works
Tang, Y., Gong, S. P., Chen, Y., Yap, L. W., & Cheng, W. (2014) · ACS Nano · doi:10.1021/nn502702a · Cited by 257 · see citing works
Self-citationElectronic sensor and actuator webs for large-area complex geometry cardiac mapping and therapy
Kim, D., Ghaffari, R., Lu, N., Wang, S., Lee, S. P., Keum, H., D’Angelo, R., Klinker, L. E., Su, Y., Lü, C., et al. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1205923109 · Cited by 240 · see citing works
Self-citationSolution-processed copper–nickel nanowire anodes for organic solar cells
Stewart, I. E., Rathmell, A. R., Yan, L., Ye, S., Flowers, P. F., You, W., & Wiley, B. J. (2014) · Nanoscale · doi:10.1039/c4nr01024h · Cited by 193 · see citing works
Ultra-sensitive graphene strain sensor for sound signal acquisition and recognition
Wang, Y., Yang, T., Lao, J., Zhang, R., Zhang, Y., Zhu, M., Li, X., Zang, X., Wang, K., Yu, W., et al. (2015) · Nano Research · doi:10.1007/s12274-014-0652-3 · Cited by 178 · see citing works
Transparent Electrodes Printed with Nanocrystal Inks for Flexible Smart Devices
Song, J., & Zeng, H. (2015) · Angewandte Chemie International Edition · doi:10.1002/anie.201501233 · Cited by 153 · see citing works
A highly stretchable, helical copper nanowire conductor exhibiting a stretchability of 700%
Won, Y., Kim, A., Yang, W., et al. (2014) · NPG Asia Materials · doi:10.1038/am.2014.88 · Cited by 150 · see citing works
Stretch-induced stress patterns and wrinkles in hyperelastic thin sheets
Nayyar, V., Ravi‐Chandar, K., & Huang, R. (2011) · International Journal of Solids and Structures · doi:10.1016/j.ijsolstr.2011.09.004 · Cited by 148 · see citing works
Effect of strain rate on the fracture behaviour of skin
Arumugam, V., Naresh, M. D., & Sanjeevi, R. (1994) · Journal of Biosciences · doi:10.1007/bf02716820 · Cited by 142 · see citing works
Copper Nanowires as Conductive Ink for Low-Cost Draw-On Electronics
Jason, N. N., Shen, W., & Cheng, W. (2015) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5b04522 · Cited by 123 · see citing works
Self-citationElasticity of Fractal Inspired Interconnects
Su, Y., Wang, S., Huang, Y., et al. (2014) · Small · doi:10.1002/smll.201401181 · Cited by 98 · see citing works
Self-citationWang, S. J. (2013) · Cited by 22 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 32
- V. Nayyar, K. Ravi-Chandar and R. Huang, Int. J. Solids Struct., 2011, 48, 3471.
- V. Arumugam, M. D. Naresh and R. Sanjeevi, J. Biosci., 1994, 19, 307.
- S. Gong, D. T. Lai, Y. Wang, L. W. Yap, K. J. Si, Q. Shi, N. N. Jason, T. Sridhar, H. Uddin and W. Cheng, ACS Appl. Mater. Interfaces, 2015, 7, 19700.
- L. Cai, L. Song, P. Luan, Q. Zhang, N. Zhang, Q. Gao, D. Zhao, X. Zhang, M. Tu, F. Yang, W. Zhou, Q. Fan, J. Luo, W. Zhou, P. M. Ajayan and S. Xie, Sci. Rep., 2013, 3, 3048.
- S.-H. Bae, Y. Lee, B. K. Sharma, H.-J. Lee, J.-H. Kim and J.-H. Ahn, Carbon, 2013, 51, 236.
- Y. Wang, T. Yang, J. Lao, R. Zhang, Y. Zhang, M. Zhu, X. Li, X. Zang, K. Wang, W. Yu, H. Jin, L. Wang and H. Zhu, Nano Res., 2015, 8, 1627.
- M. Amjadi, A. Pichitpajongkit, S. Lee, S. Ryu and I. Park, ACS Nano, 2014, 8, 5154.
- N. N. Jason, W. Shen and W. Cheng, ACS Appl. Mater. Interfaces, 2015, 7, 16760.
- X. Li, R. Zhang, W. Yu, K. Wang, J. Wei, D. Wu, A. Cao, Z. Li, Y. Cheng, Q. Zheng, R. S. Ruoff and H. Zhu, Sci. Rep., 2012, 2, 870.
- J. Song and H. Zeng, Angew. Chem., Int. Ed., 2015, 54, 9760.
- J. Song, J. Li, J. Xu and H. Zeng, Nano Lett., 2014, 14, 6298.
- G. Schwartz, B. C. Tee, J. Mei, A. L. Appleton, H. Kim do, H. Wang and Z. Bao, Nat. Commun., 2013, 4, 1859.
- Y. Wang, L. Wang, T. Yang, X. Li, X. Zang, M. Zhu, K. Wang, D. Wu and H. Zhu, Adv. Funct. Mater., 2014, 24, 4666.
- T. Yamada, Y. Hayamizu, Y. Yamamoto, Y. Yomogida, A. Izadi-Najafabadi, D. N. Futaba and K. Hata, Nat. Nanotechnol., 2011, 6, 296.
- S. Gong, W. Schwalb, Y. Wang, Y. Chen, Y. Tang, J. Si, B. Shirinzadeh and W. Cheng, Nat. Commun., 2014, 5, 3132.
- C. Pang, G. Y. Lee, T. I. Kim, S. M. Kim, H. N. Kim, S. H. Ahn and K. Y. Suh, Nat. Mater., 2012, 11, 795.
- S. Lim, D. Son, J. Kim, Y. B. Lee, J.-K. Song, S. Choi, D. J. Lee, J. H. Kim, M. Lee, T. Hyeon and D.-H. Kim, Adv. Funct. Mater., 2015, 25, 375.
- W. H. Yeo, Y. S. Kim, J. Lee, A. Ameen, L. Shi, M. Li, S. Wang, R. Ma, S. H. Jin, Z. Kang, Y. Huang and J. A. Rogers, Adv. Mater., 2013, 25, 2773.
- R. C. Webb, A. P. Bonifas, A. Behnaz, Y. Zhang, K. J. Yu, H. Cheng, M. Shi, Z. Bian, Z. Liu, Y. S. Kim, W. H. Yeo, J. S. Park, J. Song, Y. Li, Y. Huang, A. M. Gorbach and J. A. Rogers, Nat. Mater., 2013, 12, 938.
- S. Xu, Y. Zhang, J. Cho, J. Lee, X. Huang, L. Jia, J. A. Fan, Y. Su, J. Su, H. Zhang, H. Cheng, B. Lu, C. Yu, C. Chuang, T. I. Kim, T. Song, K. Shigeta, S. Kang, C. Dagdeviren, I. Petrov, P. V. Braun, Y. Huang, U. Paik and J. A. Rogers, Nat. Commun., 2013, 4, 1543.
- J. A. Fan, W. H. Yeo, Y. Su, Y. Hattori, W. Lee, S. Y. Jung, Y. Zhang, Z. Liu, H. Cheng, L. Falgout, M. Bajema, T. Coleman, D. Gregoire, R. J. Larsen, Y. Huang and J. A. Rogers, Nat. Commun., 2014, 5, 3266.
- D.-H. Kim, R. Ghaffari, N. Lu, S. Wang, S. P. Lee and H. Keum, Proc. Natl. Acad. Sci. U. S. A., 2012, 109, 19910.
- J. T. Muth, D. M. Vogt, R. L. Truby, Y. Menguc, D. B. Kolesky, R. J. Wood and J. A. Lewis, Adv. Mater., 2014, 26, 6307.
- A. R. Rathmell, M. Nguyen, M. Chi and B. J. Wiley, Nano Lett., 2012, 12, 3193.
- I. E. Stewart, A. R. Rathmell, L. Yan, S. Ye, P. F. Flowers, W. You and B. J. Wiley, Nanoscale, 2014, 6, 5980.
- A. Clausen, F. Wang, J. S. Jensen, O. Sigmund and J. A. Lewis, Adv. Mater., 2015, 27, 5523.
- M. Park, J. Im, M. Shin, Y. Min, J. Park, H. Cho, S. Park, M. B. Shim, S. Jeon, D. Y. Chung, J. Bae, J. Park, U. Jeong and K. Kim, Nat. Nanotechnol., 2012, 7, 803.
- Y. Tang, S. Gong, Y. Chen, L. W. Yap and W. Cheng, ACS Nano, 2014, 8, 5707.
- Y. Won, A. Kim, W. Yang, S. Jeong and J. Moon, NPG Asia Mater., 2014, 6, e132.
- M. Hempel, D. Nezich, J. Kong and M. Hofmann, Nano Lett., 2012, 12, 5714.
- Y. Su, S. Wang, Y. Huang, H. Luan, W. Dong, J. A. Fan, Q. Yang, J. A. Rogers and Y. Huang, Small, 2015, 11, 367.
- M. Jin, G. He, H. Zhang, J. Zeng, Z. Xie and Y. Xia, Angew. Chem., Int. Ed., 2011, 50, 10560.
Cited by
Sorted by citations
Nanomaterial-Enabled Wearable Sensors for Healthcare
Yao, S., Swetha, P., & Zhu, Y. (2018) · Advanced Healthcare Materials · doi:10.1002/adhm.201700889 · Cited by 576 · see citing works
- Authors
- Jason, N. N., Wang, S. J., Bhanushali, S., & Cheng, W.
- Affiliations
- Monash University (AU)
- Indian Institute of Technology Bombay (IN)
- Corresponding author
- Cheng, Wenlong
- Venue
- Nanoscale
- Publisher
- Royal Society of Chemistry (RSC)
- Published
- 2016
- Volume
- 8
- Issue
- 37
- Pages
- 16596-16605
- ISSN
- 2040-3364 (ISSN-L)
- 2040-3372
- OpenAlex
- W2509527604
- Cited by
- 64
- References
- 35
- Citations by year
- 2026: 2 · 2025: 4 · 2023: 3 · 2022: 7 · 2021: 5 · 2020: 4 · 2019: 18 · 2018: 10 · 2017: 11
- FWCI
- 6.27
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- Nanoscale (publishedVersion)
- PubMed (publishedVersion)
- PolyU Institutional Research Archive (Hong Kong Polytechnic University) (submittedVersion)
- Archive of research processes and output produced by RCA (Royal College of Art) (submittedVersion)
- DSpace (IIT Bombay) (submittedVersion)
- Funders
- Australian Research Council (DP150103750)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Nanomaterials and Printing Technologies
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Keywords
- strain sensors, electronic skin, stretchability, gauge factor, wearable sensors, prosthetic hand, biometric signals
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