Evidence map›Paper›PMID 42076421›Full record

ArticleSensors (Basel, Switzerland)2026

Design and Experimental Evaluation of a Shoulder Assistive Exoskeleton for Insulator Replacement.

Haoyuan Chen, Jia Yao, Ming Li, Hongwei Hu, Zhan Yang, Siyu Tu, Yalun Liu, Zimeng Wang, Zhao Guo

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

9 authors.

Haoyuan ChenState Grid Hubei Electric Power Co., Ltd., Extra High Voltage Company, Wuhan 430050, China.
Jia YaoSchool of Power and Mechanical Engineering, Wuhan University, Wuhan 430072, China.ORCID 0009-0002-6016-2733
Ming LiState Grid Hubei Electric Power Co., Ltd., Extra High Voltage Company, Wuhan 430050, China.
Hongwei HuState Grid Hubei Electric Power Co., Ltd., Extra High Voltage Company, Wuhan 430050, China.
Zhan YangState Grid Hubei Electric Power Co., Ltd., Extra High Voltage Company, Wuhan 430050, China.
Siyu TuState Grid Hubei Electric Power Co., Ltd., Extra High Voltage Company, Wuhan 430050, China.
Yalun LiuSchool of Power and Mechanical Engineering, Wuhan University, Wuhan 430072, China.
Zimeng WangSchool of Power and Mechanical Engineering, Wuhan University, Wuhan 430072, China.
Zhao GuoSchool of Robotics, Wuhan University, Wuhan 430072, China.ORCID 0000-0002-4224-8595

Funding

the Key Research and Development Program of Hubei Province 2024BCB007the Science and Technology Project of State Grid Hubei Electric Power Co., Ltd. 521520240009
6 · The paper itself

Abstract

Aiming to reduce muscle fatigue and prevent occupational injuries caused by prolonged lifting in insulator replacement operations, this study presents the design of an upper-limb exoskeleton. Firstly, this study performs kinematic analysis and phase segmentation of the lifting motion in the insulator replacement operation. Based on the analysis, in terms of mechanical structure, the proposed upper-limb exoskeleton adopts a unilateral three-degree-of-freedom shoulder mechanism that biomimics the human glenohumeral joint, which reduces the misalignment between the exoskeleton and the human body. Meanwhile, a waist-back support structure is integrated into the exoskeleton to realize a more reasonable torque transmission path. In terms of the control strategy, based on the operation's phase segmentation and dynamic modeling of the human upper limb, this study develops a neural network-based assistive control algorithm for insulator replacement operations, enabling the exoskeleton to provide phase-specific torque output. Experimental results demonstrate that, under a simulated insulator replacement operation with a 20 kg load, the exoskeleton significantly reduces the subject's sEMG activity of the biceps brachii and triceps brachii, effectively alleviating muscle fatigue.

Indexed as

Exoskeleton DeviceShoulderAlgorithmsBiomechanical PhenomenaElectromyographyHumansMuscle FatigueShoulder JointTorquedynamic modelinginsulator replacementsEMG signal analysisupper-limb assistive exoskeleton

Identifiers

PMID42076421
PMCPMC13119522

What OpenQuestion holds

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Registered trials

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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.