Scholarlink

In this study, utilizing autoencoders to detect the defects of railway catenary system by contact force signal is explored. Innovatively, first, a new way to divide the signal regarding the catenary system structural units (spans) is invented and it is significant to the performance of the proposed approach. Besides, a fully-connected autoencoder with modified-embedding is built and utilized to detect the defects. And the good results show the effectiveness of the proposed approaches.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

The Defects Detection for Railway Catenary System by Autoencoder with Modified-Embedding

  • 会议论文

  • 发表日期：

    2025年

查看全文
  • Shaoyao Chen,
  • Yang Song,
  • Gunnstein T. Frøseth,
  • Albert Lau,
  • Anders Rönnquist

摘要

In this study, utilizing autoencoders to detect the defects of railway catenary system by contact force signal is explored. Innovatively, first, a new way to divide the signal regarding the catenary system structural units (spans) is invented and it is significant to the performance of the proposed approach. Besides, a fully-connected autoencoder with modified-embedding is built and utilized to detect the defects. And the good results show the effectiveness of the proposed approaches.