Evidence map›Paper›PMID 42884946›Full record

ArticlePolymers2026

Self-Regulating Polymer-Carbon Nanotube Composite Heater on Meta-Aramid Textile.

Ha Eun Kang, Ji-Hyeok Choi, Seung Hyun Jee, Dong-Joo Kim, Sun Hee Kim

Abstract read
In one paragraph

Article in Polymers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Ha Eun KangDepartment of Materials Science and Engineering, Gachon University, 1342 Seongnam-daero, Sujeong-gu, Seongnam 13120, Republic of Korea.ORCID 0009-0006-0336-4119
Ji-Hyeok ChoiDepartment of Materials Science and Engineering, Gachon University, 1342 Seongnam-daero, Sujeong-gu, Seongnam 13120, Republic of Korea.ORCID 0000-0001-8956-5523
Seung Hyun JeeMcell Co., Ltd., 112, 10, Pangyodaejang-ro 8-gil, Bundang-gu, Seongnam 13544, Republic of Korea.ORCID 0000-0003-1710-1169
Dong-Joo KimMaterials Research and Education Center, Auburn University, 275 Wilmore Labs, Auburn, AL 36849, USA.ORCID 0000-0001-5013-4005
Sun Hee KimDepartment of Fashion Industry, Incheon University, Incheon 22012, Republic of Korea.ORCID 0000-0002-4627-8564

Funding

Ministry of Trade, Industry and Energy 20026434
6 · The paper itself

Abstract

Electric vehicles (EVs) lack a substantial source of recoverable powertrain waste heat, making cabin heating a direct parasitic load on the battery and thereby increasing the need for efficient and spatially distributed thermal management strategies. In this study, a flexible self-regulating surface heater was developed by integrating a polymeric positive temperature coefficient (PTC) multi-walled carbon nanotube (MWCNT) composite with a flame-resistant meta-aramid textile substrate. The principal contribution of this work is the systematic control of the PTC:CNT ink ratio to correlate CNT-mediated conductive-network formation with the average temperature coefficient of resistance (TCR) and electrothermal self-regulation, together with its implementation in a thermally robust textile architecture for elevated-temperature operation. Among the investigated ink ratios of 95:5-80:20, the 90:10 formulation provided the most favorable balance between electrical conduction and PTC response, reaching a stable temperature of approximately 130 °C at 24 V without thermal runaway. The optimized heater retained stable electrical functionality after repeated bending and washing, while the meta-aramid substrate provided improved resistance to ignition under severe thermal exposure. A cabin-mimicking chamber experiment further demonstrated the system-level heating capability of the textile heater under controlled power-input conditions. These results demonstrate that composition-controlled PTC-CNT network engineering on thermally robust textiles provides a viable approach to flexible and self-regulating heating systems for EV thermal management.

Indexed as

carbon nanotube (CNT)composite heaterelectrothermal behaviorflame retardancymeta-aramid fiberpolymer composite heaterPTC inkself-regulation

Identifiers

PMID42884946
PMCPMC13667268

What OpenQuestion holds

Textmetadata
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.