Evidence map›Paper›PMID 42515333›Full record

ArticleSensors (Basel, Switzerland)2026

Performance-Enhanced Fiber-Optic Hydrogen Sensing Method Based on a Pd-Cu Alloy Microcantilever and a Reflective Enhancement Structure.

Qiang Wang, Qiongxin Wu, Yajun Jia, Junjie Jiang, Zhijian Jin, Jiwei Du

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

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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

6 authors.

Qiang WangSchool of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Qiongxin WuBaotou Power Supply Branch, Inner Mongolia Electric Power (Group) Co., Ltd., Baotou 014000, China.
Yajun JiaSchool of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Junjie JiangSchool of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0001-8752-7347
Zhijian JinSchool of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Jiwei DuSchool of Electrical Engineering, Shanghai Dianji University, Shanghai 201306, China.

Funding

National Natural Science Foundation of China 52307027
6 · The paper itself

Abstract

To address the demand for early hydrogen monitoring in power equipment insulation systems, a fiber-optic Fabry-Perot (F-P) hydrogen sensor based on a Pd-Cu alloy microcantilever is proposed. The microcantilever serves as the force-sensitive structure, with a Pd-Cu alloy film deposited as the hydrogen-sensitive layer and an Au reflective layer introduced to enhance optical reflection and suppress thermal drift. Hydrogen absorption induces volume expansion of the Pd-Cu film, causing cantilever bending and a consequent variation in the F-P cavity length, which leads to a shift in the characteristic wavelength of the reflected spectrum and enables wavelength-demodulated hydrogen detection. Finite element analysis was conducted to investigate the stress distribution and displacement response, confirming the effective amplification effect of the microcantilever structure. Sensor fabrication, packaging, and hydrogen response experiments were subsequently carried out. The results show a good linear response in the hydrogen concentration range of 0-300 ppm, with a wavelength sensitivity of approximately 20.8 pm/ppm and a limit of detection of 3.24 ppm. In a 24 h stability test, the baseline fluctuation standard deviation was 22.46 pm, indicating good stability and repeatable sensing performance. Temperature variation produced a wavelength sensitivity of approximately 0.2734 nm/°C, and environmental condition tests further demonstrated stable operation under temperature, humidity, vibration, and electromagnetic disturbances. The proposed sensor exhibits immunity to electromagnetic interference, intrinsic safety, and compatibility with miniaturized integration, showing promising potential for low-concentration hydrogen monitoring in power equipment.

Indexed as

Fabry–Perot interferometerfiber-optic hydrogen sensormicrocantileverPd-Cu alloyreflective enhancement structure

Identifiers

PMID42515333
PMCPMC13416884

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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.