Intelligent Detection Scheme Design of Crucial Components of High Speed Train Bogie Based on Machine Vision

In the repair and maintenance of the high-speed train bogie, how to configure the intelligent detection device in the bogie workshop to replace the manual heavy and tedious detection has always been a difficult point. This paper puts forward a method based on machine vision and image processing, combined with the actual project, the critical parts of the high-speed train bogie detection. The detection technology is summarized to a certain extent, compared with the long-term artificial naked eye detection, solving the various problems caused by artificial detection, the realization of real-time data collection, and online monitoring. And the measurement results can be timely told to the workers for feedback, significantly improving detection efficiency, to achieve rapid, efficient, and accurate detection.

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Publication Details

Published
2024-09-27
DOI
https://doi.org/10.1109/iciscae62304.2024.10761369
Primary Topic
Railway Engineering and Dynamics
Type
article
Field-Weighted Citation Impact
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article

Intelligent Detection Scheme Design of Crucial Components of High Speed Train Bogie Based on Machine Vision

Lingfeng Mo, Sayyed Bijan Jia, Haitao Zhan, Kaimin Mao et al.
Railway Engineering and Dynamics
article

Intelligent Detection Scheme Design of Crucial Components of High Speed Train Bogie Based on Machine Vision

Lingfeng Mo, Sayyed Bijan Jia, Haitao Zhan, Kaimin Mao, Yanzhu Yang
article en

Abstract

In the repair and maintenance of the high-speed train bogie, how to configure the intelligent detection device in the bogie workshop to replace the manual heavy and tedious detection has always been a difficult point. This paper puts forward a method based on machine vision and image processing, combined with the actual project, the critical parts of the high-speed train bogie detection. The detection technology is summarized to a certain extent, compared with the long-term artificial naked eye detection, solving the various problems caused by artificial detection, the realization of real-time data collection, and online monitoring. And the measurement results can be timely told to the workers for feedback, significantly improving detection efficiency, to achieve rapid, efficient, and accurate detection.

Donghua University (CN), CRRC (China) (CN)
Openalex Percentile: Top 78%
Railway Engineering and Dynamics
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Intelligent Detection Scheme Design of Crucial Components of High Speed Train Bogie Based on Machine Vision — Lingfeng Mo, Sayyed Bijan Jia, et al. · (2024) | TGRS Research Map | TGRS