基于改進(jìn)CNN的重載鐵路貨車輪對踏面缺陷檢測方法研究

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中圖分類號：F53；U279.323 文獻(xiàn)標(biāo)志碼：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

在交通強(qiáng)國戰(zhàn)略實(shí)施過程中，鐵路需發(fā)揮先行引領(lǐng)作用。（剩余4654字）