Evidence map›Paper›PMID 41682462›Full record

ArticleSensors (Basel, Switzerland)2026

In Situ Oil-Gas Separator Enabled Carrier-Free Photoacoustic Sensing of Acetylene.

Weitao Dou, Xitong Sun, Yanping Gao, Shudong Wang, Kai Tao, Yunjia Li

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

6 authors.

Weitao DouSchool of Electrical Engineering, Xian Jiaotong University, Xi'an 710049, China.
Xitong SunSchool of Electrical Engineering, Xian Jiaotong University, Xi'an 710049, China.
Yanping GaoSchool of Electrical Engineering, Xian Jiaotong University, Xi'an 710049, China.
Shudong WangSchool of Electrical Engineering, Xian Jiaotong University, Xi'an 710049, China.
Kai TaoSchool of Mechanical Engineering, Northwestern Polytechnical University, Xi'an 710072, China.ORCID 0000-0003-1848-8561
Yunjia LiSchool of Electrical Engineering, Xian Jiaotong University, Xi'an 710049, China.ORCID 0000-0002-5728-9795

Funding

Key Research and Development Program of Shaanxi Province 2024GX-YBXM-193National Key Research and Development Program of China 2023YFB2406902Science and Technology project of Shen Zhen 202308155State Key Laboratory of Industrial Control Technology ICT2025B40
6 · The paper itself

Abstract

In this work, a carrier-free photoacoustic spectroscopy system is developed for the detection of trace acetylene gas in insulating oil. The photoacoustic cell was integrated with an oil-gas separator, allowing dissolved gases in oil to be introduced into the cell through free diffusion. The oil-gas separator is a custom-fabricated AF2400-coated ceramic membrane, and its spin-coating process was carefully designed to enable rapid oil-gas separation and achieve high film flatness. Using a resonant photoacoustic cell and a low-noise lock-in amplifier, the sensitivity of the system was improved to 6.90 mV/ppm, with a repeatability error less than 1.65%. Calibration experiments demonstrated that continuous detection of dissolved gas in oil could be achieved, with a response time

Indexed as

dissolved gas in oillock-in amplifierphotoacoustic gas sensingtransformer diagnosis

Identifiers

PMID41682462
PMCPMC12899456

What OpenQuestion holds

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Registered trials

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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.