Evidence map›Paper›PMID 39348536›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Fast, variable stiffness-induced braided coiled artificial muscles.

Xinghao Hu, Xiangyu Wang, Jian Wang, Guorong Zhang, Shaoli Fang, Fengrui Zhang, Ye Xiao, Guanggui Cheng, Ray H Baughman, Jianning Ding

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Hierarchical Artificial Muscle with Nonlinear Elasticity for Antagonistic and Cyclic Robotics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Versatile artificial muscles by decoupling anisotropy.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Review
  4. Review
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

10 authors.

Xinghao Hu *School of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, PR China.ORCID 0000-0002-7057-884X
Xiangyu Wang *School of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, PR China.
Jian Wang *School of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, PR China.
Guorong ZhangSchool of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, PR China.
Shaoli FangAlan G. MacDiarmid NanoTech Institute, University of Texas at Dallas, Richardson, TX 75080.
Fengrui ZhangSchool of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, PR China.
Ye XiaoDepartment of Engineering Mechanics, Northwestern Polytechnical University, Xi'an 710072, PR China.
Guanggui ChengSchool of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, PR China.ORCID 0000-0001-7327-4836
Ray H BaughmanAlan G. MacDiarmid NanoTech Institute, University of Texas at Dallas, Richardson, TX 75080.ORCID 0000-0001-5845-5137
Jianning DingSchool of Mechanical Engineering, Yangzhou University, Yangzhou 225127, PR China.

Funding

China Postdoctoral Science Foundation (China Postdoctoral Foundation Project) 2024M751167DOD | USAF | AMC | Air Force Office of Scientific Research (AFOSR) FA9550-21-1-0455MOST | National Natural Science Foundation of China (NSFC) 52105057MOST | National Natural Science Foundation of China (NSFC) 52475059MOST | National Natural Science Foundation of China (NSFC) 92248301the Robert A. Welch Foundation AT-0029the Young Elite Scientists Sponsorship Program by CAST 2023QNRC001
6 · The paper itself

Abstract

Biomimetic actuation technologies with high muscle strokes, cycle rates, and work capacities are necessary for robotic systems. We present a muscle type that operates based on changes in muscle stiffness caused by volume expansion. This muscle is created by coiling a mechanically strong braid, in which an elastomer hollow tube is adhesively attached inside. We show that the muscle reversibly contracts by 47.3% when driven by an oscillating input air pressure of 120 kilopascals at 10 Hz. It generates a maximum power density of 3.0 W/g and demonstrates a mechanical contractile efficiency of 74%. The muscle's low-pressure operation allowed for portable, thermal pneumatical actuation. Moreover, the muscle demonstrated bipolar actuation, wherein internal pressure leads to muscle length expansion if the initial muscle length is compressed and contraction if the muscle is not compressed. Modeling indicates that muscle expansion significantly alters its stiffness, which causes muscle actuation. We demonstrate the utility of BCMs for fast running and climbing robots.

Indexed as

RoboticsBiomechanical PhenomenaBiomimeticsHumansMuscle ContractionMusclesMuscle, Skeletalartificial musclesoft roboticsthermal-pneumaticvariable stiffness

Identifiers

PMID39348536
PMCPMC11474079

What OpenQuestion holds

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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.