Evidence map›Paper›PMID 42197853›Full record

ArticleSensors (Basel, Switzerland)2026

CO Cross-Interference Characteristics of a Pd-Cu Fiber-Optic MEMS Hydrogen Sensor for Early Warning of Thermal Runaway in Energy Storage Batteries.

Jiwei Du, Mengda Li, Yajun Jia, Junjie Jiang, Tao Liang

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
–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.

Jiwei DuSchool of Electrical Engineering, Shanghai Dianji University, Shanghai 201306, China.
Mengda LiSchool of Electrical Engineering, Shanghai Dianji University, Shanghai 201306, 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
Tao LiangFaculty of Electricity, Inner Mongolia University of Technology, Hohhot 010062, China.

Funding

National Natural Science Foundation of China 52307027Open Fund Project of the Key Laboratory of the Ministry of Education NEPUME-kfjj-026
6 · The paper itself

Abstract

In early-warning scenarios for thermal runaway in energy storage batteries, carbon monoxide (CO) may interfere with hydrogen detection and reduce the reliability of signal interpretation. To mitigate CO cross-interference under representative mixed-gas conditions and improve sensing stability, a fiber-optic microelectromechanical systems (MEMS) hydrogen sensor based on a Pd-Cu alloy-sensitive layer was developed. The sensor employs a single-cantilever structure and a reflective Fabry-Pérot (F-P) interferometer for optical readout. Comparative experiments were carried out using sensors coated with pure Pd and Pd-Cu-sensitive layers under pure H

Indexed as

CO cross-interferenceFabry–Pérot interferometerfiber-optic MEMS hydrogen sensorhydrogen sensorPd–Cu alloythermal runaway early warning

Identifiers

PMID42197853
PMCPMC13210836

What OpenQuestion holds

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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.