Wind turbines play an increasingly important role in renewable power generation. To ensure
the efficient production and financial viability of wind power, it is crucial to maintain wind …

As wind energy is becoming a significant utility source, minimizing the operation and
maintenance (O&M) expenses has raised a crucial issue to make wind energy competitive to …

While offshore wind energy is showing enormous potential, effective approaches to enhance
its economics are being sought at the same time. The design of maintenance strategy is a …

The prediction of the remaining useful life (RUL) of wind turbine gearbox bearings is critical
to avoid catastrophic accidents and minimize downtime. Temporal convolutional network …

The prognostic and health management (PHM) of rolling bearings has been a popular
research area. Since bearing fault is inevitable during degradation, how to improve the PHM …

Remaining useful life (RUL) prediction is of great significance for improving maintenance
efficiency and ensuring the reliability of rotating machinery. In recent years, there are a large …

With the spread of supervisory control and data acquisition (SCADA) systems in wind farms,
a large amount of acquired data can be utilized to predict whether a turbine blade will have …

Remaining useful life (RUL) is the critical goal of fault prediction, which provides theoretical
support for subsequent maintenance decisions of a system. The state measurement of …

Air handling units are key sub-systems of heating, ventilation and air conditioning systems,
which are used to condition air to satisfy human comfort requirements. Fault prognosis …

Considering the condition that multiple intermittent faults occur sequentially or
simultaneously in hybrid systems, this paper proposes an integrated system-level prognosis …