基于改进CNN的重载铁路货车轮对踏面缺陷检测方法研究

打开文本图片集

中图分类号：F53；U279.323 文献标志码：A DOI： 10.13714/j.cnki.1002-3100.2025.14.025

Abstract：Thereareaiotaclestocuatelydeteiglsetreaddetsofaulis.Tediltysinow toimprovetheatureetractiooftreadeectifoatioentetrainisetetedindaicvioenttereisoticeableoise interferenceifoaialised，itiltteofeetactiIsg atthenoiseinteferenceprobleminthedynaicdetecionofelsettreaddefectsofSuohuangRilwayadetectionmethodbasedon improved CNNis proposed，whichcanbeused torealize theacurate defectdetectionofwhelset tread inanoisyenviromnt.

Keywords：CNN;heavy haul railway freight car;wheel set tread; dilatedconvolution

0引言

在交通强国战略实施过程中，铁路需发挥先行引领作用。（剩余4654字）