Evidence map›Paper›PMID 42265183›Full record

ArticleScientific reports2026

Design, analysis, and experimental research on installation robot for hanging column.

Xiaoqiang Wang, Xijing Zhu, Xiang Li, Jingyu Yang

Abstract read
In one paragraph

Article in Scientific reports, 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.

Xiaoqiang WangShanxi Key Laboratory of Semiconductor Ultraprecision Machining Technology and Intelligent Equipment, North University of China, Taiyuan, 030051, China. wangxiaoqiang2026@126.com.
Xijing ZhuShanxi Key Laboratory of Semiconductor Ultraprecision Machining Technology and Intelligent Equipment, North University of China, Taiyuan, 030051, China. zxj161501@163.com.
Xiang Li713th Research Institute of China State Shipbuilding Corporation Limited, Zhengzhou, 450015, China.
Jingyu Yang713th Research Institute of China State Shipbuilding Corporation Limited, Zhengzhou, 450015, China.

Funding

Henan Province Central Government Guides Local Science and Technology Development Fund Project Z20241471020National Natural Science Foundation of China 51975540Shanxi Postgraduate Innovation Project 2023SJ184
6 · The paper itself

Abstract

To address the challenges of labor-intensive operations, high safety risks, and low operational efficiency in the installation of hanging columns within tunnels, we propose a robotics-based mechanized and automated solution. First, integrated operational equipment is designed to perform hoisting, gripping, lifting, and installation. Next, the robot linkage coordinate system is established via the modified D-H parameter method to obtain a forward kinematic model and simulate the workspace. To improve the accuracy of solving the inverse kinematic solution, a hybrid approach combining algebraic methods and genetic algorithms is proposed, and the optimal inverse solution is selected on the basis of the shortest path. Furthermore, to avoid impact and vibration while achieving optimal efficiency, a time-optimal trajectory based on seventh-degree polynomial interpolation is presented. Finally, experiments validation was conducted. The results show that the robot's workspace fully covers the required operational range. The proposed method achieves high accuracy, with orientation accuracy better than 10

Indexed as

Hanging columnInverse kinematics solutionJoint trajectory planningKinematics analysisMechanized and automatedRobot

Identifiers

PMID42265183
PMCPMC13493813

What OpenQuestion holds

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LicenceCC BY
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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.