A Wheelset Size Measurement System Based on Multi-Line Structured Light

To meet the requirements for wheelset dimension inspection in rail transit, this paper proposes a non-contact wheelset dimension measurement system based on multi-line structured light. First, the working principle and hardware design of the system are introduced. Next, edge-enhanced semantic segmentation methods and improved grayscale centroid algorithms are respectively used to perform stripe segmentation and centerline ex-traction. Furthermore, a method for acquiring the tread curve based on spatial cross-sectional circle radius is presented for calculating wheelset dimension parameters. The system was experimentally validated in a simulated laboratory environment. Experimental results show that the accuracy of 0.5 mm for wheel diameter and 0.2 mm for flange thickness and flange height, which meets the actual measurement requirements.

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Publication Details

Published
2025-07-04
DOI
https://doi.org/10.1109/fasta65681.2025.11138978
Primary Topic
Advanced Measurement and Detection Methods
Type
article
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article

A Wheelset Size Measurement System Based on Multi-Line Structured Light

Youting Jian, Qiuyang Li, Cheng Shi, Yong Zhang et al.
Advanced Measurement and Detection Methods
article

A Wheelset Size Measurement System Based on Multi-Line Structured Light

Youting Jian, Qiuyang Li, Cheng Shi, Yong Zhang, Hui Wang
article en

Abstract

To meet the requirements for wheelset dimension inspection in rail transit, this paper proposes a non-contact wheelset dimension measurement system based on multi-line structured light. First, the working principle and hardware design of the system are introduced. Next, edge-enhanced semantic segmentation methods and improved grayscale centroid algorithms are respectively used to perform stripe segmentation and centerline ex-traction. Furthermore, a method for acquiring the tread curve based on spatial cross-sectional circle radius is presented for calculating wheelset dimension parameters. The system was experimentally validated in a simulated laboratory environment. Experimental results show that the accuracy of 0.5 mm for wheel diameter and 0.2 mm for flange thickness and flange height, which meets the actual measurement requirements.

Nanjing University of Science and Technology (CN)
Openalex Percentile: Top 76%
Advanced Measurement and Detection Methods
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A Wheelset Size Measurement System Based on Multi-Line Structured Light — Youting Jian, Qiuyang Li, et al. · (2025) | TGRS Research Map | TGRS