An interpretable algorithm unrolling network inspired by group-based sparse coding for mechanical fault diagnosis
Structural Health Monitoring: An International Journal
Published online on September 13, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
Intelligent fault diagnosis (IFD) can provide reliable maintenance decision-making for mechanical systems. Although generic deep learning models have been applied successfully in IFD, most are purely data-driven and lack interpretability in architectures ...
Intelligent fault diagnosis (IFD) can provide reliable maintenance decision-making for mechanical systems. Although generic deep learning models have been applied successfully in IFD, most are purely data-driven and lack interpretability in architectures ...