Evidence map›Paper›PMID 40096303›Full record

ArticleSensors (Basel, Switzerland)2025

An NDT Method for Measuring the Diameter and Embedment Depth of the Main Rebar in Cement Poles Based on Rotating Permanent Magnet Excitation.

Hejia Wang, Lan Xiong, Zhanlong Zhang, Zhenyou Liu, Hanyu Yang, Hao Wu

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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Hejia WangSchool of Electrical Engineering, Chongqing University, Chongqing 400044, China.
Lan XiongSchool of Electrical Engineering, Chongqing University, Chongqing 400044, China.
Zhanlong ZhangSchool of Electrical Engineering, Chongqing University, Chongqing 400044, China.ORCID 0000-0001-9297-693X
Zhenyou LiuSchool of Electrical Engineering, Chongqing University, Chongqing 400044, China.ORCID 0009-0007-3435-0729
Hanyu YangSchool of Electrical Engineering, Chongqing University, Chongqing 400044, China.
Hao WuChengdu High-tech Power Supply Branch, State Grid Sichuan Power Company, Chengdu 610000, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cement poles serve as supporting components for transmission lines and are widely used in medium- and low-voltage transmission networks. The main rebar is the primary load-bearing structure of the pole, and the accurate measurement of its diameter and embedment depth is crucial for quality control and safety assessment. However, existing non-destructive testing methods lack the accuracy of quantifying the internal main rebar of cement poles, and the measurement process is complex, cumbersome, and inefficient. To address this issue, this paper proposes a magnetic rotation-based detection method for measuring the diameter and embedment depth of the main rebar within cement poles. A specially designed H-type magnetic excitation structure is proposed, coupled with a detection technique utilizing rotating permanent magnets. The magnetic induction intensity data were acquired at seven distinct rotation angles using sensors, and the collected data were subsequently combined with a CNN-LSTM model to invert the diameter and embedment depth of the main rebar. The experimental results indicate that the method significantly improved the measurement accuracy compared with the condition of fixed magnetic excitation, with reductions in root mean square error (RMSE) of 46.71% and 35.57% for the diameter and embedment depth measurements, respectively. This method provides a robust, efficient, and accurate solution for quantifying the main rebar within cement poles, addressing the challenge associated with the quality assessment and health monitoring of these structures.

Indexed as

cement poleCNN-LSTMmagnetic rotationrebar diameterrebar embedment depth

Identifiers

PMID40096303
PMCPMC11902723

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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.