An ensemble attention-based residual convolutional neural network for rolling bearing fault diagnosis
Structural Health Monitoring: An International Journal
Published online on July 15, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Rolling bearings are essential components in mechanical systems, whose fault diagnosis is vital for operational efficiency. But in real industrial environments, the harsh conditions, including noise, missing data, and compound faults, severely limit the ...
Rolling bearings are essential components in mechanical systems, whose fault diagnosis is vital for operational efficiency. But in real industrial environments, the harsh conditions, including noise, missing data, and compound faults, severely limit the ...