In recent years, with the development of wind energy, the number and scale of wind farms
have been develo** rapidly. Since offshore wind farms have the advantages of stable …

Wind energy penetration has considerably increased in the recent past. However, wind
turbines are often prone to various faults which may lead to failures causing huge production …

In the blast furnace iron-making process (BFIP), there still has been a significant push to
maintain a stable process and ensure maximum efficiency. Although some control systems …

A problem in data-driven fault diagnosis of civil aviation hydraulic pumps is that the faulty
samples are much fewer than the healthy samples. To solve this problem, this paper …

The continuous and reliable operation of the transformer is the basis to ensure the normal
operation of the power system. Relevant departments collect multi-dimensional and multi …

This paper proposed a network framework, namely DR-DTPN, which integrates data repair
and degradation trend prediction to address the serious deviation of equipment degradation …

Wind turbines' fault diagnosis under complex environments and disturbances is significant to
maintaining high reliability and secure operation over a prolonged period of time. Due to the …

Unexpected failures in wind turbines (WTs) lead to tremendous economic losses and safety
hazards to wind farms. Intelligent condition monitoring and fault detection can prevent …

Wind turbines (WTs) are complex systems composed of multiple components. In order to
assess the overall condition of a given WT, one may need to employ multiple models; such a …

With the development of wind energy, the condition monitoring (CM) methods of wind
turbines (WTs) based on supervisory control and data acquisition (SCADA) data have …