Axial piston pump plays a pivotal role in a hydraulic transmission system since it can supply
the core power source. The complexity of structure and the invisibility of failure feature bring …

Anomaly detection is critical for the reliability and safety of wind turbine. Toward this
objective, this paper proposes an anomaly detection scheme for wind turbine using only …

The gearbox is a critical component in the mechanical system, requiring vigilant monitoring
to prevent adverse consequences on safety and quality due to malfunction. Therefore, early …

Rotating machinery plays an essential part in many engineering fields. It needs prompt
solutions to the prognosis and health management to ensure the system reliability …

Although current deep learning-based fault diagnosis methods have made great progress,
the accuracy of these models is usually attained based on many balanced training samples …

Owing to the harsh operating environment of rolling bearings, acquired vibration signals
contain strong noise interference, which makes it challenging for conventional methods to …

As an important link in the steel production chain, the health of the rolling mill directly affects
the steel production. Therefore, the study of rolling mill fault diagnosis methods is of great …

To accurately diagnose the quayside container crane (QCC) gearbox faults, this article
proposes a method that combines the frequency-domain Markov transformation field …

To improve the fault diagnosis performance of rotating machinery under harsh conditions, a
weighted average selective ensemble strategy of deep convolutional models based on the …

For better reliability of tractors with continuously variable transmission, reported here is fault
diagnosis of their power-shift systems. First, four hydraulic system faults are analyzed, ie …