REVIEW OF RESEARCH ON KEY TECHNOLOGIES FOR HIGH-SPEED TRAIN WHEEL-RAIL CONDITION MONITORING

C. Zhang, Q. Zhang, J. He, J. Liu
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引用次数: 1

Abstract

In the context of the increasing speed of high-speed trains, the safe and comfortable operation depends on the wheel-rail condition monitoring. First, this paper introduces the analysis of wheel-rail adhesion behavior from the aspects of rolling contact model and adhesion and wear. Second, this paper summarizes the research results related to the perception of wheel-rail condition information in recent years from the perspectives of wheel-rail force measurement and wheel-rail damage detection. Third, it focuses on the current situation of wheel-rail dynamic damage diagnosis and discusses the microdamage diagnosis around deep learning. Finally, the development trend of wheel-rail condition monitoring is stated from the perspectives of multicoupling wheel-rail dynamic contact system modeling, highly precise wheel-rail condition information perception, and wheel-rail dynamic microdamage diagnosis based on small sample.
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高速列车轮轨状态监测关键技术研究综述
在高速列车运行速度不断提高的背景下,轮轨状态监测是高速列车安全、舒适运行的关键。首先,从滚动接触模型和粘着磨损两个方面对轮轨粘着性能进行了分析。其次,从轮轨力测量和轮轨损伤检测两方面综述了近年来轮轨状态信息感知的相关研究成果。第三,重点分析了轮轨动态损伤诊断的现状,并围绕深度学习对微损伤诊断进行了探讨。最后,从多耦合轮轨动态接触系统建模、高精度轮轨状态信息感知、基于小样本的轮轨动态微损伤诊断等方面阐述了轮轨状态监测的发展趋势。
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