The DOI matches its Crossref record; 150 of the 150 references it cites were found in a registry or an index.
Piezoelectric materials for flexible and wearable electronics: A review
Open accessAbstract
Self-powered devices and micro-sensors are in high demand for intelligent electronics and flexible wearables for applications in medical healthcare and human–computer interactive robotics. Flexible, stretchable, wearable and breathable high-sensitivity sensors that monitor signals from subtle changes in the environment provide solutions for personalized medical healthcare. In this article, we review the fundamental mechanisms, theoretical research, sensor fabrication methodologies, and applications of flexible piezoelectric materials. We focus on the flexibility and stretchability of inorganic, polymer, and bio-piezoelectric materials, explain their properties for physiological signal monitoring, motion detection, and force sensing. We provide an overview of the latest progress in piezoelectronics and piezoelectric photonics, the structures of devices, and self-powering technologies. We compared 10 types of polymers and composites with human skin in terms of elastic modulus and found that PLLA/PDMS, electro-spun PVDF, and ZnO/PVDF possess higher elastic modulus (50, 500, and 27900 MPa respectively) than human skin (18.8 MPa), thus being more suitable for wearable devices. In terms of electrical outputs of piezoelectric materials, polarized cast film has stronger piezoelectric property with output of 14–45.6 V than electro-spun filaments material (output 0.4–9 V). Future research and development should focus on increasing electrical performance while maintaining the required flexibility and durability.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Aggregation-induced emission of 1-methyl-1,2,3,4,5-pentaphenylsilole
Luo, J., Xie, Z., Lam, J. W. Y., Cheng, L., Tang, B. Z., Chen, H., Qiu, C., Kwok, H. S., Zhan, X., Liu, Y., et al. (2001) · Chemical Communications · doi:10.1039/b105159h · Cited by 8,358
Hammock, M. L., Chortos, A., Tee, B. C. ‐., Tok, J. B. ‐., & Bao, Z. (2013) · Advanced Materials · doi:10.1002/adma.201302240 · Cited by 2,396
Progress in triboelectric nanogenerators as a new energy technology and self-powered sensors
Wang, Z. L., Chen, J., & Lin, L. (2015) · Energy & Environmental Science · doi:10.1039/c5ee01532d · Cited by 2,174
Two-dimensional flexible nanoelectronics
Akinwande, D., Petrone, N., & Hone, J. (2014) · Nature Communications · doi:10.1038/ncomms6678 · Cited by 1,910
E-waste: An assessment of global production and environmental impacts
Robinson, B. H. (2009) · Science of The Total Environment · doi:10.1016/j.scitotenv.2009.09.044 · Cited by 1,777
A Stretchable Form of Single-Crystal Silicon for High-Performance Electronics on Rubber Substrates
Khang, D.-Y., Jiang, H., Huang, Y., & Rogers, J. A. (2006) · Science · doi:10.1126/science.1121401 · Cited by 1,689
Skin-inspired highly stretchable and conformable matrix networks for multifunctional sensing
Hua, Q., Sun, J., Liu, H., Bao, R., Yu, R., Zhai, J., Pan, C., & Wang, Z. L. (2018) · Nature Communications · doi:10.1038/s41467-017-02685-9 · Cited by 1,413
Advanced Carbon for Flexible and Wearable Electronics
Wang, C., Xia, K., Wang, H., Liang, X., Yin, Z., & Zhang, Y. (2019) · Advanced Materials · doi:10.1002/adma.201801072 · Cited by 1,300
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
Recent Progress in Electronic Skin
Wang, X., Dong, L., Zhang, H., Yu, R., Pan, C., & Wang, Z. L. (2015) · Advanced Science · doi:10.1002/advs.201500169 · Cited by 976
Cited by
The emergence of AI-based wearable sensors for digital health technology: a review
Shajari, S., Kuruvinashetti, K., Komeili, A., & Sundararaj, U. (2023) · Sensors · doi:10.3390/s23239498 · Cited by 535
Costa, C. M., Cardoso, V. F., Martins, P., Correia, D. M., Gonçalves, R., Costa, P., Correia, V., Ribeiro, C., Fernandes, M. M., Martins, P. M., et al. (2023) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00196 · Cited by 498
Metadata
- Authors
- Wu, Y., Ma, Y., Zheng, H., & Ramakrishna, S.
- Venue
- Materials & Design
- Publisher
- Elsevier BV
- Published
- 2021-12
- Volume
- 211
- Pages
- 110164
- ISSN
- 0264-1275 (ISSN-L)
- OpenAlex
- W3205924617
- Cited by
- 521
- References
- 150
- FWCI
- 19.46
- Type
- journal article
- Language
- en
- Open access
- gold
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Piezoelectric materials for flexible and wearable electronics: A review. https://app.cochat.ai/papers/10.1016/j.matdes.2021.110164
- The paper
- Wu, Y., Ma, Y., Zheng, H., & Ramakrishna, S. (2021). Piezoelectric materials for flexible and wearable electronics: A review. Materials & Design. https://doi.org/10.1016/j.matdes.2021.110164
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.