Fault diagnosis plays an essential role in rotating machinery manufacturing systems to
reduce their maintenance costs. How to improve diagnosis accuracy remains an open issue …

Imbalanced data problems are prevalent in the real rotating machinery applications.
Traditional data-driven diagnosis methods fail to identify the fault condition effectively for …

Vibration signals are closely linked with health conditions of rotating machines and widely
used in fault diagnosis. Unfortunately, traditional vibration signal-based fault diagnosis …

Intelligent machinery fault diagnosis system has been receiving increasing attention recently
due to the potential large benefits of maintenance cost reduction, enhanced operation safety …

Intelligent fault diagnosis is an intriguing topic, attracting increasing interest in safe and
reliable industrial production. Tremendous progress has been made in recent years in …

Because multi-fault vibration signals in rotating machinery are often more complicated than
single faults, human-designed fault feature sets are not yet able to respond adequately to …

For the fault diagnosis problems of rotating machinery in the real industrial practice,
measurement data with imbalanced class distributions negatively affect the diagnostic …

In this article, the problem of the cross-domain fault diagnosis of rotating machinery is
considered. In a practical setting of this approach, the operating platform of the machine may …

Fault diagnosis is important for the maintenance of rotating machinery. The detection of
faults and fault patterns is a challenging part of machinery fault diagnosis. To tackle this …

Rotating machinery are widely used in industry, and vibration analysis is one of the most
common methods to monitor health condition of rotating machinery. However, due to the …