A Railway Turnout Closeness Monitoring Method Based on Switch Gap Images

产量 亲密度 计算机科学 稳健性(进化) 火车 人工智能 计算机视觉 模拟 数学 地图学 政治 基因 数学分析 生物化学 化学 法学 地理 投票 政治学
作者
Jianfeng Ma,Linhai Zhao
出处
期刊:IEEE Intelligent Transportation Systems Magazine [Institute of Electrical and Electronics Engineers]
卷期号:14 (4): 214-229 被引量:4
标识
DOI:10.1109/mits.2021.3053036
摘要

The railway turnout system is a critical infrastructure that is responsible for steering trains. The closeness state of the turnout is directly related to the safety of the passing trains. To avoid derailment accidents caused by insufficient turnout closeness degrees, it is necessary to monitor the closeness degrees of the turnout. This article introduces a new condition-monitoring strategy that evaluates the turnout closeness degree by measuring the size of the switch gap. To implement this strategy, a detector based on image sensors is designed, and an automatic algorithm is proposed to measure the size of the switch gap based on the images acquired by the detector. The proposed algorithm directly processes the original images of the switch gap and can adaptively extract the region of interest (ROI) and the hysteresis threshold of the Canny operator for each image, which enables workers to avoid using a fixed ROI and hysteresis threshold with different images. Finally, the turnout closeness degree is calculated through a simple conversion of the size of the switch gap, measured by the proposed algorithm. Experiments based on data collected from the actual turnouts of a station show that the proposed turnout closeness monitoring method has high accuracy and robustness, which simplifies the turnout closeness maintenance process and improves its efficiency.
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