Evidence map›Paper›PMID 41228988›Full record

ArticleSensors (Basel, Switzerland)2025

Climbing Mechanism Design and Fuzzy PID-Based Control for a Stay Cable De-Icing Robot.

Yaoyao Pei, Shunxi Li, Zhi Chen, Henglin Xiao, Silu Huang, Changjie Li, Lei Xi

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. 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

7 authors.

Yaoyao PeiSchool of Civil Engineering, Hubei University of Technology, Wuhan 430068, China.
Shunxi LiSchool of Civil Engineering, Hubei University of Technology, Wuhan 430068, China.ORCID 0009-0003-6264-2084
Zhi ChenSchool of Civil Engineering, Hubei University of Technology, Wuhan 430068, China.
Henglin XiaoSchool of Civil Engineering, Hubei University of Technology, Wuhan 430068, China.
Silu HuangHubei Jiaotou Intelligent Testing Co., Ltd., Wuhan 430050, China.
Changjie LiHubei Jiaotou Intelligent Testing Co., Ltd., Wuhan 430050, China.
Lei XiSchool of Civil Engineering, Hubei University of Technology, Wuhan 430068, China.

Funding

the Key Research and Development Program of Hubei Province No. 2023BAB024the Key Research and Development Program of Hubei Province No. 2023BCB116the Key Research and Development Program of Hubei Province No. 2024BEB001the National Natural Science Foundation of China No. U22A20234
6 · The paper itself

Abstract

In winter, ice is prone to forming on the surface of stay cables in cable-stayed bridges, posing a threat to their structural safety. As temperatures rise, the risk of ice shedding increases, posing a potential hazard to pedestrians and vehicular traffic. At present, de-icing relies mainly on manual operations, which are associated with high safety risks and low efficiency. As a result, the application of robotic systems for stay cable de-icing has become an emerging research focus. A key challenge in robotic de-icing operations lies in the complex and variable surface conditions of ice-covered stay cables, which frequently hinder stable climbing performance. To address this issue, a climbing mechanism was designed, integrating a grooved-track drive and a spring-assisted lead screw clamping system. A fuzzy PID control strategy was implemented to achieve adaptive coordination between the clamping force and climbing speed. Simulink simulations and indoor climbing experiments were performed to verify its effectiveness. The results show that compared with traditional PID control, the fuzzy PID controller reduces the response time by approximately 50%, exhibits better adaptability in icy environments, maintains a climbing speed error within ±1.5%, and improves overall climbing performance.

Indexed as

clamping forceclimbing mechanismfuzzy PID controlstay cable

Identifiers

PMID41228988
PMCPMC12610695

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.