Increased energy demands due to rapid industrialization, environmental concerns with fossil
fuel–based generation, diminishing fossil energy resources, transmission network …

This paper presents the state-of-the-art technologies and development trends of wind
turbine drivetrains–the system that converts kinetic energy of the wind to electrical energy–in …

This paper proposes a novel intelligent fault diagnosis method to automatically identify
different health conditions of wind turbine (WT) gearbox. Unlike traditional approaches …

Wind turbine technology is experiencing rapid growth with respect to size, market share, and
technological design. Operational and maintenance cost directly determine whether the …

The ever increasing size of wind turbines and the move to build them offshore have
accelerated the need for optimised maintenance strategies in order to reduce operating …

In this study, the Wilcoxon rank sum test, a nonparametric statistical test method in the field
of statistics, has been exploited for the operation state monitoring and automated fault …

The feasibility of monitoring the health of wind turbine (WT) gearboxes based on the
lubricant pressure data in the supervisory control and data acquisition system is investigated …

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 …

Bearings are crucial components that decide whether or not a wind turbine can work
smoothly and that have a significant impact on the transmission efficiency and stability of the …

Currently, vibration analysis has been widely considered as an effective way to fulfill the fault
diagnosis task of gearboxes in wind turbines (WTs). However, vibration signals are usually …