Evidence map›Paper›PMID 41600188›Full record

ArticleSensors (Basel, Switzerland)2026

Flexible Electrospun PVDF/PAN/Graphene Nanofiber Piezoelectric Sensors for Passive Human Motion Monitoring.

Hasan Cirik, Yasemin Gündoğdu Kabakci, M A Basyooni-M Kabatas, Hamdi Şükür Kiliç

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

4 authors.

Hasan CirikDepartment of Physics, Faculty of Science, Selçuk University, Konya 42075, Turkey.ORCID 0009-0009-5094-6623
Yasemin Gündoğdu KabakciDepartment of Physics, Faculty of Science, Selçuk University, Konya 42075, Turkey.ORCID 0000-0003-2020-9533
M A Basyooni-M KabatasDepartment of Precision and Microsystems Engineering, Delft University of Technology, Mekelweg 2, 2628 CD Delft, The Netherlands.ORCID 0000-0001-8473-8253
Hamdi Şükür KiliçDepartment of Metallurgical and Materials Engineering, Faculty of Engineering, Dokuz Eylül University, Buca, Izmir 35160, Turkey.ORCID 0000-0002-7546-4243

Funding

Selçuk University 24211010
6 · The paper itself

Abstract

Flexible piezoelectric sensors based on electrospun poly(vinylidene fluoride) (PVDF)/polyacrylonitrile (PAN)/graphene nanofibers were fabricated and evaluated for passive human body motion detection. Optimized electrospinning yielded smooth, continuous fibers with diameters of 200-250 nm and uniform films with thicknesses of 20-25 µm. Fourier transform infrared (FTIR) spectroscopy confirmed a high fraction of the piezoelectrically active β-phase in PVDF, which was further enhanced by post-deposition thermal treatment. Graphene and lithium phosphate were incorporated to improve electrical conductivity, β-phase nucleation, and piezoelectric response, while PAN provided mechanical reinforcement and flexibility. Custom test platforms were developed to simulate low-amplitude mechanical stimuli, including finger bending and pulsatile pressure. Under applied pressures of 40, 80, and 120 mmHg, the sensors generated stable millivolt-level outputs with average peak voltages of 25-30 mV, 53-60 mV, and 80-90 mV, respectively, with good repeatability and an adequate signal-to-noise ratio. These results demonstrate that PVDF/PAN/graphene nanofiber films are promising candidates for flexible, wearable piezoelectric sensors capable of detecting subtle physiological signals, and highlight the critical roles of electrospinning conditions, functional additives, and post-processing treatments in tuning their electromechanical performance.

Indexed as

Acrylic ResinsBiosensing TechniquesGraphiteNanofibersPolyvinylsFluorocarbon PolymersHumansMonitoring, PhysiologicMotionSpectroscopy, Fourier Transform InfraredWearable Electronic DevicesAcrylic ResinsFluorocarbon PolymersGraphitepolyacrylonitrilepolyvinylidene fluoridePolyvinylselectrospinningflexible piezoelectric sensorgraphenehuman motion monitoringPVDF

Identifiers

PMID41600188
PMCPMC12845528

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.