Wind energy is contributing to more and more portions in the world energy market. However,
one deterrent to even greater investment in wind energy is the considerable failure rate of …

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 …

Wind energy has seen great development during the past decade. However, wind turbine
availability and reliability, especially for offshore sites, still need to be improved, which …

Continuous monitoring of wind turbine health using early fault detection methods can
improve turbine reliability and reduce maintenance costs before they reach a catastrophic …

Reliability improvement of wind turbine power generation is the key issue that can turn the
wind power into one of the main power sources to respond to the world power demands …

Effective condition monitoring is critical to improve the reliability and reduce unplanned
downtime of wind turbines (WTs). Supervisory control and data acquisition (SCADA) data …

Abstract Model-based methods are widely used for the fault diagnosis of stochastic dynamic
systems by simply using the input–output relationship of the system. Despite encouraging …

An increasing number of deep autoencoder-based algorithms for intelligent condition
monitoring and anomaly detection have been reported in recent years to improve wind …

Wind turbine condition monitoring (WTCM) plays an important role in reducing operation &
maintenance (O&M) cost and improving the reliability of wind farms. Supervisory control and …

This paper deals with fault prognosis of wind turbine in presence of multiple faults. First, a
physical model is presented and used for structural analysis, sensor placement, and clusters …