Evidence map›Paper›PMID 41210782›Full record

ArticleACS omega2025

Toward Robust Electrical Heating Textiles: Factors Influencing Electrical Heating Performance and Durability.

Babak Abdi, Ali R Tehrani-Bagha

Abstract read
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

2 authors.

Babak AbdiSchool of Chemical Engineering, Aalto University, 02150 Espoo, Finland.ORCID https://orcid.org/0009-0008-5327-9339
Ali R Tehrani-BaghaSchool of Chemical Engineering, Aalto University, 02150 Espoo, Finland.ORCID https://orcid.org/0000-0002-8206-3827

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing demand for high-performance and durable e-textiles has driven the exploration of conductive coatings that combine electrical functionality with mechanical robustness. This work presents the development of conductive inks for e-textile applications, focusing on how binder selection, coating architecture, and MWCNT loading govern critical performance factors, including wettability, conductivity, Joule heating, mechanical durability, and bending resistance. The sample surfaces were examined using field emission scanning electron microscopy before and after washing and rubbing cycles. The biobinder created a hydrophilic surface with improved conductivity and enhanced electrical heating performance. The coated fabric showed increased resistance to bending, reduced bending durability, and lower washing and rubbing fastness. Meanwhile, the A-5001 binder exhibited higher resistance, lower conductivity, and lower temperatures under voltage but provided better washing and rubbing fastness, bending durability, and improved flexibility. We examined a hybrid approach using both binders, with the A-5001 binder applied in the first and third layers to improve durability and flexibility and the OC-Biobinder used as the middle layer to enhance conductivity and Joule heating. This approach utilizes the complementary properties of both the binders, enhancing the performance and providing a robust pathway toward durable and functional e-textiles.

Identifiers

PMID41210782
PMCPMC12593063

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.