An Array of Flag-Type Triboelectric Nanogenerators for Harvesting Wind Energy
Open accessAbstract
Harvesting wind energy from the ambient environment is a feasible method for powering wireless sensors and wireless transmission equipment. Triboelectric nanogenerators (TENGs) have proven to be a stable and promising technology for harvesting ambient wind energy. This study explores a new method for the performance enhancement and practical application of TENGs. An array of flag-type triboelectric nanogenerators (F-TENGs) for harvesting wind energy is proposed. An F-TENG consists of one piece of polytetrafluoroethylene (PTFE) membrane, which has two carbon-coated polyethylene terephthalate (PET) membranes on either side with their edges sealed. The PTFE was pre-ground to increase the initial charge on the surface and to enhance the effective contact area by improving the surface roughness, thus achieving a significant improvement in the output performance. The vertical and horizontal arrays of F-TENGs significantly improved the power output performance. The optimal power output performance was achieved when the vertical parallel distance was approximately 4D/15 (see the main text for the meaning of D), and the horizontal parallel distance was approximately 2D. We found that the peak output voltage and current of a single flag-type TENG of constant size were increased by 255% and 344%, respectively, reaching values of 64 V and 8 μA, respectively.
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Single-electrode mode offers the simplest TENG structure design, but its performance can be hampered by electrostatic shielding.
“While the single-electrode mode offers the simplest TENG structure design, its performance can be hampered by electrostatic shielding.[136,137]”
From Advances in Blue Energy Fuels: Harvesting Energy from Ocean for Self‐Powered Electrolysis (2025) · cites this paper as [137]
Sections 2.1–2.2 describe a contact-mode freestanding F-TENG with two electrodes, not the relative simplicity of single-electrode mode. Searches for “single-electrode” and “shielding” found no passage addressing whether electrostatic shielding hampers that mode’s performance. (LLM, conf=0.76)
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Cites
A droplet-based electricity generator with high instantaneous power density
Xu, W., Zheng, H., Liu, Y., Zhou, X., Zhang, C., Song, Y., Deng, X., Leung, M. K. H., Yang, Z., Xu, R. X., et al. (2020) · Nature · doi:10.1038/s41586-020-1985-6 · Cited by 1,632 · see citing works
Theoretical systems of triboelectric nanogenerators
Niu, S., & Wang, Z. L. (2015) · Nano Energy · doi:10.1016/j.nanoen.2014.11.034 · Cited by 1,567 · see citing works
An organic-inorganic perovskite ferroelectric with large piezoelectric response
You, Y., Liao, W., Zhao, D., Ye, H., Zhang, Y., Zhou, Q., Niu, X., Wang, J., Li, P., Fu, D., et al. (2017) · Science · doi:10.1126/science.aai8535 · Cited by 1,087 · see citing works
Triboelectric Nanogenerator for Harvesting Wind Energy and as Self-Powered Wind Vector Sensor System
Yang, Y. F., Zhu, G., Zhang, H., Chen, J., Zhong, X., Lin, Z., Su, Y., Bai, P., Wen, X., & Wang, Z. L. (2013) · ACS Nano · doi:10.1021/nn4043157 · Cited by 649 · see citing works
Flutter-driven triboelectrification for harvesting wind energy
Bae, J., Lee, J., Kim, S., Ha, J., Lee, B., Park, Y., Choong, C., Kim, J.-B., Wang, Z. L., Kim, H., et al. (2014) · Nature Communications · doi:10.1038/ncomms5929 · Cited by 425 · see citing works
Liang, X. D., Jiang, T., Liu, G., Feng, Y., Zhang, C., & Wang, Z. L. (2019) · Energy & Environmental Science · doi:10.1039/c9ee03258d · Cited by 400 · see citing works
Zhao, Z., Pu, X., Du, C., Li, L., Jiang, C., Hu, W., & Wang, Z. L. (2016) · ACS Nano · doi:10.1021/acsnano.5b07157 · Cited by 326 · see citing works
Self-citationAmbient wind energy harvesting using cross-flow fluttering
Li, S., Yuan, J., & Lipson, H. (2011) · Journal of Applied Physics · doi:10.1063/1.3525045 · Cited by 325 · see citing works
Xu, M., Wang, P., Wang, Y., Zhang, S. L., Wang, A. C., Zhang, C., Wang, Z., Pan, X., & Wang, Z. L. (2017) · Advanced Energy Materials · doi:10.1002/aenm.201702432 · Cited by 270 · see citing works
Self-citationXu, M., Zhao, T., Wang, C., Zhang, S. L., Li, Z., Pan, X., & Wang, Z. L. (2019) · ACS Nano · doi:10.1021/acsnano.8b08274 · Cited by 258 · see citing works
Self-citationKaran, S. K., Maiti, S., Lee, J. H., Mishra, Y. K., Khatua, B. B., & Kim, J. K. (2020) · Advanced Functional Materials · doi:10.1002/adfm.202004446 · Cited by 196 · see citing works
Elasto-Aerodynamics-Driven Triboelectric Nanogenerator for Scavenging Air-Flow Energy
Wang, S., Mu, X., Wang, X., Gu, A. Y., Wang, Z. L., & Yang, Y. F. (2015) · ACS Nano · doi:10.1021/acsnano.5b04396 · Cited by 187 · see citing works
Wang, Y., Yang, E. X., Chen, T., Wang, J., Hu, Z., Mi, J., Pan, X., & Xu, M. (2020) · Nano Energy · doi:10.1016/j.nanoen.2020.105279 · Cited by 187 · see citing works
Self-citationZhao, H., Xiao, X. F., Xu, P., Zhao, T., Song, L., Pan, X., Mi, J., Xu, M., & Wang, Z. L. (2019) · Advanced Energy Materials · doi:10.1002/aenm.201902824 · Cited by 181 · see citing works
Self-citationAutonomous self-repair in piezoelectric molecular crystals
Bhunia, S., Chandel, S., Karan, S. K., Dey, S., Tiwari, A., Das, S., Kumar, N., Chowdhury, R., Mondal, S., Ghosh, I., et al. (2021) · Science · doi:10.1126/science.abg3886 · Cited by 177 · see citing works
An electret-based aeroelastic flutter energy harvester
Perez, M., Boisseau, S., Gasnier, P., Willemin, J., & Reboud, J.-L. (2015) · Smart Materials and Structures · doi:10.1088/0964-1726/24/3/035004 · Cited by 94 · see citing works
Halder, L., Maitra, A., Das, A. K., Bera, R., Karan, S. K., Paria, S., Bera, A., Si, S. K., & Khatua, B. B. (2019) · ACS Applied Electronic Materials · doi:10.1021/acsaelm.8b00038 · Cited by 87 · see citing works
Interaction of two tandem deformable bodies in a viscous incompressible flow
Zhu, L. (2009) · Journal of Fluid Mechanics · doi:10.1017/s0022112009007903 · Cited by 75 · see citing works
Harvesting high altitude wind energy for power production: The concept based on Magnus’ effect
Perković, L., Silva, P., Ban, M., Kranjčević, N., & Duić, N. (2012) · Applied Energy · doi:10.1016/j.apenergy.2012.06.061 · Cited by 63 · see citing works
Shankaregowda, S. A., Ahmed, R. F. S. M., Liu, Y., Chandrashekar, B. N., Cheng, X., Srikantaswamy, S., Ramakrishna, S., Yu, Z., Zhang, X., & Krishnaveni, S. (2019) · Nanomaterials · doi:10.3390/nano9111585 · Cited by 33 · see citing works
Piezoelectric Wind-Energy-Harvesting Device with Reed and Resonant Cavity
Ji, J., Kong, F., He, L., Guan, Q., & Feng, Z. H. (2010) · Japanese Journal of Applied Physics · doi:10.1143/jjap.49.050204 · Cited by 28 · see citing works
Gallardo‐Vega, C., López-Lagunes, O., Nava-Galindo, O. I., de León, A., Romero‐García, J., Aguilera-Cortés, L. A., Martínez-Castillo, J., & Herrera‐May, A. L. (2021) · Nanomaterials · doi:10.3390/nano11061533 · Cited by 15 · see citing works
Energy-based iteration scheme of the double-multiple streamtube model in vertical-axis wind turbines
Wendler, R., Calderón-Muñoz, W. R., & LeBoeuf, R. L. (2016) · Acta Mechanica · doi:10.1007/s00707-015-1544-7 · Cited by 14 · see citing works
Triboelectric Characterization of Colloidal TiO2 for Energy Harvesting Applications
Garofalo, E., Cecchini, L., Bevione, M., & Chiolerio, A. (2020) · Nanomaterials · doi:10.3390/nano10061181 · Cited by 14 · see citing works
Research on a film-flapping triboelectric nanogenerator for wind energy harvesting
Yang, E. X., Wang, Y., JianYe, W. A. N. G., Chuan, W. A. N. G., Liu, C., Wu, M., Mi, J., & Xu, M. (2021) · Scientia Sinica Technologica · doi:10.1360/sst-2020-0391 · Cited by 4 · see citing works
Self-citationExperiment of the Flapping Coupling Modes between Two Parallel Flags in a Aniform Flow
Yin, X.-Z. (2010) · Journal of Experimental Mechanics · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Tang, X., Hou, W., Zheng, Q., Fang, L., Zhu, R., & Zheng, L. (2022) · Nano Energy · doi:10.1016/j.nanoen.2022.107412 · Cited by 74 · see citing works
Zhu, C., Wu, M., Liu, C., Xiang, C., Xu, R., Yang, H., Wang, Z., Wang, Z., Xu, P., Xing, F., et al. (2023) · Advanced Energy Materials · doi:10.1002/aenm.202301665 · Cited by 67 · see citing works
Advances in Blue Energy Fuels: Harvesting Energy from Ocean for Self‐Powered Electrolysis
Ock, I. W., Yin, J., Wang, S., Zhao, X., Baik, J. M., & Chen, J. (2025) · Advanced Energy Materials · doi:10.1002/aenm.202400563 · Cited by 64 · see citing works
Hurdoganoglu, D., Safaei, B., Cheng, J., Qin, Z., & Sahmani, S. (2022) · Applied Mechanics Reviews · doi:10.1115/1.4056391 · Cited by 63 · see citing works
Dip, T. M., Arin, M. R. A., Anik, H. R., Uddin, M. M., Tushar, S. I., Sayam, A., & Sharma, S. (2023) · Advanced Materials Technologies · doi:10.1002/admt.202300802 · Cited by 53 · see citing works
Shen, J., Yang, Z. P., Yang, Y., Yang, B., Song, Y., Cheng, X., Lai, Z., Zhao, H., Ji, L., Zhu, Z., et al. (2024) · Nano Energy · doi:10.1016/j.nanoen.2024.110453 · Cited by 36 · see citing works
Fan, C., Zhang, Y., Liao, S., Zhao, M., Lv, P., & Weı, Q. (2022) · Nanomaterials · doi:10.3390/nano12152703 · Cited by 33 · see citing works
Humidity resistant triboelectric nanogenerators for wind energy harvesting: A review
Khosroshahi, Z., Karimzadeh, F., Enayati, M. H., Gowda, H. G. B., & Wallrabe, U. (2025) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2025.115650 · Cited by 29 · see citing works
Zou, Y., Sun, M., Yan, F., Du, T., Xi, Z., Li, F., Zhu, C., Wang, H., Zhao, J., Sun, P., et al. (2022) · Materials · doi:10.3390/ma15103696 · Cited by 29 · see citing works
Self-citationRecent advances in wave-driven triboelectric nanogenerators: from manufacturing to applications
Zhu, C., Cheng, X., Wu, M., Yu, C., Dai, S., Sun, Q., Zhou, T., Wang, H., & Xu, M. (2024) · International Journal of Extreme Manufacturing · doi:10.1088/2631-7990/ad7b04 · Cited by 27 · see citing works
Chang, Q., Fu, Z., Zhang, S., Wang, M., & Pan, X. (2022) · Nanomaterials · doi:10.3390/nano12203595 · Cited by 15 · see citing works
Self-citationTirth, V., Algahtani, A., Alghtani, A. H., Al‐Mughanam, T., & Irshad, K. (2023) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2023.103085 · Cited by 14 · see citing works
The influence of vortex shedding on the flag triboelectric nanogenerators
Shen, C., Kang, X., Zhang, R., & Wang, J. (2025) · Nano Energy · doi:10.1016/j.nanoen.2025.111564 · Cited by 8 · see citing works
Pei, H., Yang, X., Dang, Z., Lin, W., Li, Y., Han, S., Cui, Y., Bai, S., Han, W., & Cheng, L. (2024) · ACS Applied Electronic Materials · doi:10.1021/acsaelm.4c01206 · Cited by 7 · see citing works
Fu, Y., Gu, X. J., & Cao, P. (2024) · Energy Technology · doi:10.1002/ente.202401856 · Cited by 7 · see citing works
Girhe, R., Bhaiyya, M. L., Rewatkar, P., Kahar, K., Wankhede, P. R., Kulkarni, A. S., Kulkarni, M. B., Balakrishnan, P. A., & Balpande, S. S. (2025) · Journal of Electronic Materials · doi:10.1007/s11664-025-12412-6 · Cited by 5 · see citing works
Zhang, H., Zhang, P., Deng, L., & Fan, X. (2022) · Applied Physics Letters · doi:10.1063/5.0101092 · Cited by 5 · see citing works
Gravity-coupled flutter and contact of a flag near a wall
Lee, M., Jung, C., Lee, J., & Kim, D. (2023) · Journal of Fluid Mechanics · doi:10.1017/jfm.2023.931 · Cited by 5 · see citing works
Sha, S., Qin, M., Yu, X., Xu, Z., & Lu, X. (2024) · Sustainable Energy & Fuels · doi:10.1039/d4se00869c · Cited by 4 · see citing works
Zhou, Y., Wang, J., An, S., Zhao, Z., Guo, Y., Yang, A., & Pu, X. (2025) · Applied Physics Letters · doi:10.1063/5.0294205 · Cited by 4 · see citing works
Self-citationFang, L. J., Shi, W., & Fan, C. (2023) · Journal of Marine Science and Engineering · doi:10.3390/jmse11112116 · Cited by 2 · see citing works
Identification of Typical Fault States of Marine Diesel Engines Based on Optimized BP Neural Network
Tong, Z., Sun, Y., She, J., Zhu, Y., & Zhao, Z. (2022) · Highlights in Science Engineering and Technology · doi:10.54097/hset.v7i.989 · Cited by 1 · see citing works
Self-citationElectrospun Nanofiber‐Based Triboelectric Nanogenerator
Zhang, C., & Zhang, X. (2024) · Electrospinning · doi:10.1002/9783527841479.ch11
Liu, W., Wang, Y., Lei, M., Yin, Y., Ding, J., Qian, J., Wang, K., & Wei, J. (2026) · Applied Materials Today · doi:10.1016/j.apmt.2026.103319
Self-citationZhu, M., Wu, J., Li, G., Li, Z., Liu, H., Yu, K., Zhang, S., & Wang, C. (2026) · Micromachines · doi:10.3390/mi17091024
- Authors
- Zhao, Z., Wei, B., Wang, Y., Huang, X., Li, B., Lin, F., Ma, L., Zhang, Q., Zou, Y., Yang, F., Pang, H., Xu, J., & Pan, X.
- Affiliations
- Guangdong Ocean University (CN)
- Dalian Maritime University (CN)
- Maritime College, School of Electronics and Information Technology, Guangdong Ocean University, Zhanjiang 524088, China
- Corresponding author
- Pang, Hongchen
- Xu, Jin
- Pan, Xinxiang
- ORCID
- Venue
- Nanomaterials
- Publisher
- MDPI AG
- Published
- 2022-02-21
- Volume
- 12
- Issue
- 4
- Pages
- 721
- ISSN
- 2079-4991 (ISSN-L)
- PMC
- PMC8877856
- OpenAlex
- W4213218633
- Cited by
- 25
- References
- 26
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 7 · 2023: 5 · 2022: 7
- FWCI
- 1.67
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Nanomaterials (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Natural Science Foundation of China (51979045)
- the Project of Zhanjiang Science and Technology Research (2021B01075)
- Zhanjiang innovation and entrepreneurship team lead "pilot plan" project (2020LHJH003)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Mechanical Engineering › Innovative Energy Harvesting Technologies
- Physical Sciences › Engineering › Mechanics of Materials › Tribology and Wear Analysis
- Keywords
- triboelectric nanogenerator, wind energy harvesting, PTFE membrane, surface roughness, wireless sensor power supply
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