Evidence map›Paper›PMID 35062588›Full record

ArticleSensors (Basel, Switzerland)2022

Carbon Black/PDMS Based Flexible Capacitive Tactile Sensor for Multi-Directional Force Sensing.

Yinlong Zhu, Xin Chen, Kaimei Chu, Xu Wang, Zhiqiang Hu, Haijun Su

Open access · goldAbstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
5.0field-weighted citation impact, top 4% of its field
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

12 citing papers in PubMed, 64 citations in OpenAlex.

  1. Tunable Plug-and-Play Meta-Nanogenerator Materials for Multi-Range Force Measurements.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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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 at 3 institutions in 2 countries.

Yinlong ZhuCollege of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing 210037, China.ORCID 0000-0003-4574-3900
Xin ChenCollege of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing 210037, China.
Kaimei ChuCollege of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing 210037, China.
Xu WangCollege of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing 210037, China.ORCID 0000-0002-0680-6908
Zhiqiang HuState Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110169, China.
Haijun SuDepartment of Mechanical and Aerospace Engineering, Ohio State University, Columbus, OH 43210, USA.ORCID 0000-0002-3132-0213
Nanjing Forestry University · CNShenyang Institute of Automation · CNThe Ohio State University · US

Funding

High level talent project of "six talent peaks" in Jiangsu Province GDZB-024Jiangsu Government Scholar for Overseas Studies JS-2016-62National Natural Science Foundation of China 51305209Natural science research projects in Jiangsu Universities 18KJA4600050Natural science research projects in Jiangsu Universities 21KJB460010Open project of National Key Laboratory of Robotics 2018-016Youth science and technology innovation fund of Nanjing Forestry University CX2019009
6 · The paper itself

Abstract

Flexible sensing tends to be widely exploited in the process of human-computer interactions of intelligent robots for its contact compliance and environmental adaptability. A novel flexible capacitive tactile sensor was proposed for multi-directional force sensing, which is based on carbon black/polydimethylsiloxane (PDMS) composite dielectric layer and upper and lower electrodes of carbon nanotubes/polydimethylsiloxane (CNTs/PDMS) composite layer. By changing the ratio of carbon black, the resolution of carbon black/PDMS composite layer increases at 4 wt%, and then decreases, which was explained according to the percolation theory of the conductive particles in the polymer matrix. Mathematical model of force and capacitance variance was established, which can be used to predict the value of the applied force. Then, the prototype with carbon black/PDMS composite dielectric layer was fabricated and characterized. SEM observation was conducted and a ratio was introduced in the composites material design. It was concluded that the resolution of carbon sensor can reach 0.1 N within 50 N in normal direction and 0.2 N in 0-10 N in tangential direction with good stability. Finally, the multi-directional force results were obtained. Compared with the individual directional force results, the output capacitance value of multi-directional force was lower, which indicated the amplitude decrease in capacity change in the normal and tangential direction. This might be caused by the deformation distribution in the normal and tangential direction under multi-directional force.

Indexed as

Nanotubes, CarbonDimethylpolysiloxanesElectric CapacitanceHumansSootTouchDimethylpolysiloxanesNanotubes, CarbonSootcapacitiveflexible sensormulti-directional force sensingtactile sensor

Identifiers

PMID35062588
PMCPMC8781106
OpenAlexW4206308779

What OpenQuestion holds

Textmetadata
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.