The bearings have been exposed to a noisy environment for an extended period, making it
challenging to identify fault characteristics accurately and resulting in low accuracy. In this …

Many industrial processes, from manufacturing to food processing, incorporate rotating
elements as principal components in their production chain. Failure of these components …

Purpose To maintain machinery operations smoothly, Rolling-Element Bearings (REBs) are
utilized so that the entire equipment's safety is ensured. Sometimes, the safety of the …

Aiming at the problems of low accuracy and weak generalization ability in fault diagnosis
caused by complex working conditions and limited fault samples of bearings, a few-shot …

In actual industry, rolling bearings always exhibit complex and uncertain degradation
processes, and it is difficult to collect sufficient full lifecycle data, resulting in the remaining …

Recognizing complicated motions of the mouth and neck, including eating, coughing,
breathing, etc, is vital for health monitoring and disease diagnosis. This study provides two …

Deformation is a crucial indicator of structural integrity, essential for ensuring the long-term
safety of dams. Existing models face challenges in accurately simulating the strong …

Bearings are one of the most critical components in rotating machines. Unexpected failure of
this components may cause serious damages and unplanned breakdowns. In this paper, a …

When small sample rolling bearing fault signals are interfered by signals with low
correlation, conducting effective fault diagnosis becomes challenging. To address this issue …

Accurate bearing fault diagnosis is essential for ensuring the health and longevity of
mechanical systems. Traditional methods often struggle with the dynamic operating …