Evidence map›Paper›PMID 40487306›Full record

ReviewNanoscale advances2025

Future development directions of high-temperature strain gauges: a comprehensive review of structure and performance characteristics.

Xiang Liu, Zhongkai Zhang, Jiaxing Wang, Meng Wang, Tao Lin, Yantao Liu, Qing Tan, Rui Qi, Zhaojun Liu, Bian Tian

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Nanoscale advances, 2025. 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

10 authors.

Xiang LiuState Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering, Xi'an Jiaotong University Xi'an 710049 China zhangzk@xjtu.edu.cn lzj2024@xjtu.edu.cn t.b12@mail.xjtu.edu.cn.
Zhongkai ZhangState Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering, Xi'an Jiaotong University Xi'an 710049 China zhangzk@xjtu.edu.cn lzj2024@xjtu.edu.cn t.b12@mail.xjtu.edu.cn.ORCID https://orcid.org/0000-0002-7069-6504
Jiaxing WangSchool of Automation and Information Engineering, Xi'an University of Technology Xi'an 710048 China.
Meng WangState Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering, Xi'an Jiaotong University Xi'an 710049 China zhangzk@xjtu.edu.cn lzj2024@xjtu.edu.cn t.b12@mail.xjtu.edu.cn.
Tao LinSchool of Automation and Information Engineering, Xi'an University of Technology Xi'an 710048 China.
Yantao LiuSchool of Automation and Information Engineering, Xi'an University of Technology Xi'an 710048 China.
Qing TanNano & New Materials Research Division, CISDI Research & Development Co., Ltd. Chongqing 401122 China.
Rui QiNano & New Materials Research Division, CISDI Research & Development Co., Ltd. Chongqing 401122 China.ORCID https://orcid.org/0009-0005-5835-114X
Zhaojun LiuState Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering, Xi'an Jiaotong University Xi'an 710049 China zhangzk@xjtu.edu.cn lzj2024@xjtu.edu.cn t.b12@mail.xjtu.edu.cn.
Bian TianState Key Laboratory for Manufacturing Systems Engineering, School of Mechanical Engineering, Xi'an Jiaotong University Xi'an 710049 China zhangzk@xjtu.edu.cn lzj2024@xjtu.edu.cn t.b12@mail.xjtu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-temperature strain gauges have garnered significant interest from researchers due to their high precision, exceptional temperature tolerance, and robust anti-interference capabilities. Furthermore, these sensors exhibit a strong linear relationship across a wide range of strain and temperature, making them widely applicable in various fields, including aerospace, the automotive industry, the metallurgical sector, and scientific research. This paper provides a comprehensive review of high-temperature strain gauges, focusing on three main technologies: SAW strain gauges, optical fiber grating strain gauges and TFSGs. We analyze the performance differences among various types of these sensors, systematically summarize several preparation techniques, analyze the performance testing methods for high-temperature gauges, and discuss their current application status and future development directions in related fields.

Identifiers

PMID40487306
PMCPMC12142856

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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.