研究论文

A railway subgrade frost damage diagnosis approach integrating FDTW-based data augmentation and SCNN-BN models

Shilin Zhao, Guangwu Chen, Peng Li, Shilin Wang, Xin Zhou

Lanzhou University of Technology　Lanzhou Jiaotong University　Lanzhou University

来源Measurement

年份2025

DOI10.1016/j.measurement.2025.118688

原文https://doi.org/10.1016/j.measurement.2025.118688

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逐年被引趋势

210

226

关键指标

被引次数 · OpenAlex

1.47

领域内被引倍数
同类平均 = 1

前 19%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

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依据：文献信息

论文问答

当前基于文献信息回答

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学术脉络

学科主题

工程

Geophysical Methods and Applications

Infrastructure Maintenance and Monitoring · Structural Health Monitoring Techniques

参考文献 39

A high-precision online monitoring system for surface settlement imaging of railway subgrade

Yongzhi Min, Tao Jia, Weizhuo Ren · Measurement · 2020

被引 21

Tight lower bounds for dynamic time warping

Geoffrey I. Webb, François Petitjean · Pattern Recognition · 2021

被引 30

Spatiotemporal modeling of land subsidence using a geographically weighted deep learning method based on PS-InSAR

Huijun Li, Lin Zhu, Zhenxue Dai · The Science of The Total Environment · 2021

被引 70

此处列出前 3 条

引用本文 3

Railway subgrade settlement interval prediction based on collaborative enhancement denoising and bidirectional gated recurrent unit with Monte Carlo Dropout model

S.X. Zhao, Guangwu Chen, Peng Li · Reliability Engineering & System Safety · 2026

被引 4

Augmented data-driven dynamic predictive maintenance strategy for multi-state system with RUL-maintenance level trade-off

Xiaoyuan Zhang, De-Jun Cheng, Zhi-Ying Sun · Mechanical Systems and Signal Processing · 2025

被引 4

Physics-guided learnable wavelet filtering network for small-sample fault diagnosis with application to band saw blades

Yao-Wei Wang, Lei Wang, Qi Wu · Measurement Science and Technology · 2026

被引 0

按被引量排序，此处列出前 3 条

研究论文

A railway subgrade frost damage diagnosis approach integrating FDTW-based data augmentation and SCNN-BN models

Shilin Zhao, Guangwu Chen, Peng Li, Shilin Wang, Xin Zhou

Lanzhou University of Technology　Lanzhou Jiaotong University　Lanzhou University

来源Measurement

年份2025

DOI10.1016/j.measurement.2025.118688

原文https://doi.org/10.1016/j.measurement.2025.118688

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

210

226

关键指标

被引次数 · OpenAlex

1.47

领域内被引倍数
同类平均 = 1

前 19%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

工程

Geophysical Methods and Applications

Infrastructure Maintenance and Monitoring · Structural Health Monitoring Techniques

参考文献 39

A high-precision online monitoring system for surface settlement imaging of railway subgrade

Yongzhi Min, Tao Jia, Weizhuo Ren · Measurement · 2020

被引 21

Tight lower bounds for dynamic time warping

Geoffrey I. Webb, François Petitjean · Pattern Recognition · 2021

被引 30

Spatiotemporal modeling of land subsidence using a geographically weighted deep learning method based on PS-InSAR

Huijun Li, Lin Zhu, Zhenxue Dai · The Science of The Total Environment · 2021

被引 70

此处列出前 3 条

引用本文 3

Railway subgrade settlement interval prediction based on collaborative enhancement denoising and bidirectional gated recurrent unit with Monte Carlo Dropout model

S.X. Zhao, Guangwu Chen, Peng Li · Reliability Engineering & System Safety · 2026

被引 4

Augmented data-driven dynamic predictive maintenance strategy for multi-state system with RUL-maintenance level trade-off

Xiaoyuan Zhang, De-Jun Cheng, Zhi-Ying Sun · Mechanical Systems and Signal Processing · 2025

被引 4

Physics-guided learnable wavelet filtering network for small-sample fault diagnosis with application to band saw blades

Yao-Wei Wang, Lei Wang, Qi Wu · Measurement Science and Technology · 2026

被引 0

按被引量排序，此处列出前 3 条