Evidence map›Paper›PMID 40363373›Full record

ArticleSensors (Basel, Switzerland)2025

Morphology-Dependent Behavior of PVDF/ZnO Composites: Their Fabrication and Application in Pressure Sensors.

Binbin Zhang, Wenhui Zhang, Wei Luo, Zhijie Liang, Yan Hong, Jianhui Li, Guoyun Zhou, Wei He

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Binbin ZhangSchool of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, China.
Wenhui ZhangSchool of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, China.
Wei LuoSchool of Integrated Circuits, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0000-0003-0836-9083
Zhijie LiangJiangxi Institute of Electronic Circuit, Pingxiang 337009, China.
Yan HongSchool of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, China.ORCID 0000-0002-0397-4586
Jianhui LiSuining Ruijiexing Technology Co., Ltd., Suining 629001, China.
Guoyun ZhouSchool of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, China.
Wei HeSchool of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, China.

Funding

Jiangxi Sci&Tech Project No. 20244BBG73001National Key R&D Program of China 2022YFA1204603Sichuan Science and Technology Program 2023ZHCG0019
6 · The paper itself

Abstract

This study investigated the impact of zinc oxide's (ZnO's) morphology on the piezoelectric performance of polyvinylidene fluoride (PVDF) composites for flexible sensors. Rod-like (NR) and sheet-like (NS) ZnO nanoparticles were synthesized via hydrothermal methods and incorporated into PVDF through direct ink writing (DIW). The structural analyses confirmed the successful formation of wurtzite ZnO and enhanced β-phase content in the PVDF/ZnO composites. At a degree of 15 wt% loading, the ZnO-NS nanoparticles achieved the highest β-phase fraction (81.3%) in PVDF due to their high specific surface area, facilitating dipole alignment and strain-induced crystallization. The optimized PVDF/ZnO-NS-15 sensor demonstrated superior piezoelectric outputs (4.75 V, 140 mV/N sensitivity) under a 27 N force, outperforming its ZnO-NR counterparts (3.84 V, 100 mV/N). The cyclic tests revealed exceptional durability (<5% signal attenuation after 1000 impacts) and a rapid response (<100 ms). The application trials validated their real-time motion-monitoring capabilities, including finger joint flexion detection. This work highlights the morphology-dependent interfacial polarization as a critical factor for high-performance flexible sensors, offering a scalable DIW-based strategy for wearable electronics.

Indexed as

composite materialspressure sensorsPVDFzinc oxide

Identifiers

PMID40363373
PMCPMC12074104

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.