Evidence map›Paper›PMID 40589178›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Triboelectric Nanogenerators Enable Multifunctional Ice Accretion, Melting, and Interfacial Fracture Detection.

Kamran Alasvand Zarasvand, Mohammad Soltani, Araz Rajabi-Abhari, Behrooz Khatir, Adel Malekkhouyan, Fatemeh Niknahad, Peter Di Palma, Julia Bains, Ali Dolatabadi, Yue Li and 3 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Kamran Alasvand ZarasvandDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.ORCID https://orcid.org/0000-0002-0959-8892
Mohammad SoltaniDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.ORCID https://orcid.org/0000-0001-5617-0672
Araz Rajabi-AbhariDepartment of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, M5S 3E5, Canada.ORCID https://orcid.org/0000-0001-7290-2677
Behrooz KhatirDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.ORCID https://orcid.org/0000-0001-7876-6266
Adel MalekkhouyanDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.ORCID https://orcid.org/0009-0006-3676-8515
Fatemeh NiknahadFaculty of Applied Sciences, School of Engineering, The University of British Columbia, Kelowna, BC, V1V 1V7, Canada.ORCID https://orcid.org/0009-0006-7935-2624
Peter Di PalmaDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.ORCID https://orcid.org/0009-0003-8474-2342
Julia BainsDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.
Ali DolatabadiDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.ORCID https://orcid.org/0000-0001-6416-351X
Yue LiUniversity Health Network, KITE Research Institute, Toronto, ON, M5G 2A2, Canada.ORCID https://orcid.org/0000-0002-7945-0359
Mohammad H ZarifiFaculty of Applied Sciences, School of Engineering, The University of British Columbia, Kelowna, BC, V1V 1V7, Canada.ORCID https://orcid.org/0000-0001-5544-3966
Ning YanDepartment of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, M5S 3E5, Canada.ORCID https://orcid.org/0000-0003-3371-1709
Kevin GolovinDepartment of Mechanical & Industrial Engineering, University of Toronto, Toronto, ON, M5S 3G8, Canada.ORCID https://orcid.org/0000-0001-8309-7458

Funding

Canada Foundation for Innovation 41543Ministère de la Défense Nationale IDEaS_CP5_5332Natural Sciences and Engineering Research Council of Canada RGPIN-2018-04272
6 · The paper itself

Abstract

Triboelectric nanogenerators (TENGs) have significant potential to perform as sensors or compact electric power generators through the production of electrical charge during the frictional interactions between two dissimilar materials, such as liquids impacting solids. However, whether phase transitions generate a triboelectric response is not known. This study investigates the occurrence of triboelectrification during the water-ice phase transition using TENGs for real-time ice detection on critical engineering surfaces such as aircraft, wind turbine blades, and vehicles. TENGs are fabricated using aluminum electrodes and either polyethylene, silicone, or polytetrafluoroethylene as the dielectric. The freezing of water and the melting of ice are found to generate triboelectric current only during motion of the contact line, and the presence of ice can lessen additional charge transfer during continuous ice accretion. Further, ice type (rime versus glaze) can be differentiated during accretion by the initial transferred charge and how quickly the signal plateaus. It is observed that mechanical de-icing generates triboelectric charges that are proportional to the de-icing force, and this allows for the identification and quantification interfacial fracture mechanisms such as stress-controlled, toughness-controlled, and cavitation-controlled de-bonding. A prototype ice sensor is validated on a flying drone exposed to simulated rain under icing conditions, where it is able to detect both icing and de-icing in flight. The TENGs exhibited a signal-to-noise ratio as high as 83 dB, highlighting triboelectricity as a novel, real-time, and energy-efficient solution for ice detection and protection systems.

Indexed as

fracture mechanicsice sensorssurfacestriboelectric nanogeneratorswettability

Identifiers

PMID40589178
PMCPMC12447035

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.