Evidence map›Paper›PMID 42805956›Full record

ArticleMicrosystems & nanoengineering2026

An integrated polyacrylonitrile fiber mat sensor for simultaneous temperature and pressure monitoring in high-temperature environments.

Zhaojun Liu, Bogang Liu, Xiaolong Liu, Chen Wu, Yuhe Liu, Meng Wang, Guoliang Zhou, Zhongkai Zhang, Zifei Liu, Bian Tian and 2 more

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 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
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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

12 authors.

Zhaojun LiuState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Bogang LiuState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Xiaolong LiuState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Chen WuState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Yuhe LiuState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Meng WangState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Guoliang ZhouState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Zhongkai ZhangState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Zifei LiuState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.
Bian TianState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China. t.b12@mail.xjtu.edu.cn.
Song WangState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China. wangsong@xjtu.edu.cn.
Zhuangde JiangState Key Laboratory for Mechanical Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flexible sensors capable of simultaneous temperature and pressure monitoring are highly desirable for electronic skin, wearable devices, and safety monitoring in high-temperature environments. However, existing flexible sensors are often limited by narrow operating temperature ranges, thermally induced signal interference, and insufficient durability under cyclic mechanical loading. This study develops a flexible wide-temperature-range temperature-pressure sensor based on polyacrylonitrile fiber mats. By combining laser processing or heat treatment, the electrical properties of polyacrylonitrile are regulated in situ, enabling its use as a multimodal sensing material. Temperature sensing is achieved through the thermosensitive effect of the treated polyacrylonitrile fiber mat, with a resolution of 0.1 °C in the temperature range of 25 °C-300 °C. Pressure sensing is realized through the piezoresistive response of polyacrylonitrile nanowires, featuring a measurement range of 0-480 kPa and response/recovery time of 53.2 ms/8.8 ms. After 10,000 loading-unloading cycles, the pressure-response attenuation remains below 1%, demonstrating good mechanical durability. Furthermore, the sensor exhibits reliable responses under dynamic thermal-mechanical coupling conditions and can be integrated with robotic grippers for simultaneous temperature and pressure perception. These results suggest that the proposed sensor holds promise for lithium-ion battery thermal management, industrial equipment condition monitoring, and emergency rescue applications in high-temperature environments.

Identifiers

PMID42805956
PMCPMC13620146

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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.