New approach for enhanced damage identification in frame structures with limited data: leveraging integrated convolutional neural network model with transfer learning
Structural Health Monitoring: An International Journal
Published online on April 21, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
To address the challenge of high-precision damage identification in frame structures with limited data availability, this article proposes an integrated HOLMSST-DAMIIM-2DCNN model by combing higher-order local maximum synchrosqueezing transform (HOLMSST), ...
To address the challenge of high-precision damage identification in frame structures with limited data availability, this article proposes an integrated HOLMSST-DAMIIM-2DCNN model by combing higher-order local maximum synchrosqueezing transform (HOLMSST), ...