Evidence map›Paper›PMID 41927533›Full record

ArticleMicrosystems & nanoengineering2026

Laser-fabricated reconfigurable PT-symmetric sensors for wireless health monitoring of CFRP structures.

Wei Yue, Yunjian Guo, Yanmei Zhang, Zhe Zhao, Xining Zang

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
–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.

Wei YueState Key Laboratory of Clean and Efficient Turbomachinery Power Equipment, Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China.
Yunjian GuoSchool of Physical Science and Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China.
Yanmei ZhangState Key Laboratory of Clean and Efficient Turbomachinery Power Equipment, Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China.
Zhe ZhaoSchool of Clinical Medicine, Tsinghua University, Beijing, 100084, China. zza00076@btch.edu.cn.
Xining ZangState Key Laboratory of Clean and Efficient Turbomachinery Power Equipment, Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China. xzang@tsinghua.edu.cn.ORCID http://orcid.org/0000-0001-6930-8060

Funding

Natural Science Foundation of Beijing Municipality (Beijing Natural Science Foundation) L232089
6 · The paper itself

Abstract

Carbon-fiber-reinforced polymer (CFRP) composite are widely used in hydrogen-energy and aerospace systems for their high specific strength, high specific modulus, and corrosion resistance, making structural health monitoring (SHM) indispensable. In hydrogen storage tanks, in particular, early micro-deformation and pressure drift are precursors to gas leakage and catastrophic failure. Yet most existing methods are wired or contact-based, imposing cabling and maintenance burdens and fitting poorly with embedded CFRP structures. High-precision, wireless solution therefore are urgently required. To address this gap, we laser-modify CFRP to monolithically pattern electrodes and embedded parallel-plate capacitors, constituting inductor-capacitor resonant units when coupled with an inductor. Moreover, we implement a reconfigurable wireless sensor using parity-time-symmetric circuit design. By tuning the reader's initial state and operating involving exact phase to exploit frequency splitting, the system improves sensing sensitivity within the target operating range while extending interrogation distance. Experiments on CFRP specimen and a hydrogen storage tank validate non-contact and in situ remote real-time monitoring, achieving a 15 mm read range with sensitivity of 22.92 MHz/% strain, a gauge coefficient of 10.8, operating strain range (0-0.9375%). The integration of laser-fabricated CFRP-electrode with circuit-level reconfigurability points to precise, durable SHM in CFRP structures and broad applicability across hydrogen-energy infrastructure, aerospace composites, and other safety-critical systems.

Identifiers

PMID41927533
PMCPMC13046846

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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.