Metal surface crack depth laser acoustic emission detection method based on multivariate feature adaptive extraction and cross-modal interaction fusion

Automated crack detection and crack depth prediction for reinforced concrete structures using deep learning

K C Laxman, Nishat Tabassum, Li Ai et al. · Construction and Building Materials · 2023 · 157 citations · Full text

Engineering, Civil Engineering, Materials Engineering +17

Machinery multi-sensor fault diagnosis based on adaptive multivariate feature mode decomposition and multi-attention fusion residual convolutional neural network

Xiaoan Yan, Wang‐Ji Yan, Yadong Xu et al. · Mechanical Systems and Signal Processing · 2023 · 103 citations

Computing, Computer Science, Industrial Engineering +14

Deep partial transfer learning network: A method to selectively transfer diagnostic knowledge across related machines

Bin Yang, Chi-Guhn Lee, Yaguo Lei et al. · Mechanical Systems and Signal Processing · 2021 · 99 citations

Computing, Data Science, Diagnostic Reasoning +14

Collaborative Learning Attention Network Based on RGB Image and Depth Image for Surface Defect Inspection of No-Service Rail

Jingpeng Wang, Kechen Song, Defu Zhang et al. · IEEE/ASME Transactions on Mechatronics · 2022 · 84 citations

Computing, Computer Science, Industrial Engineering +17

A transfer learning approach for acoustic emission zonal localization on steel plate-like structure using numerical simulation and unsupervised domain adaptation

Li Ai, Bin Zhang, Paul Ziehl · Mechanical Systems and Signal Processing · 2023 · 69 citations · Full text

Computing, Computational Engineering, Physics +16