Wind turbines are widely used worldwide to generate clean, renewable energy. The biggest
issue with a wind turbine is reducing failures and downtime, which lowers costs associated …

Due to the increasing installation of wind turbines in remote locations, both onshore and
offshore, advanced fault detection and classification strategies have become crucial to …

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 …

Due to global efforts to reduce the rise in the average global temperature by replacing fossil
fuels, the amount of wind power installed worldwide is continuously increasing. The costs …

With the improvement in wind turbine (WT) operation and maintenance (O&M) technologies
and the rise of O&M cost, fault diagnostics in WTs based on a supervisory control and data …

In wind power generation, one aim of wind turbine control is to maintain it in a safe
operational status while achieving cost-effective operation. The purpose of this paper is to …

With the increase in the installed capacity of wind power systems, the fault diagnosis and
condition monitoring of wind turbines (WT) has attracted increasing attention. In recent …

The internal structure of wind turbines is intricate and precise, although the challenging
working conditions often give rise to various operational faults. This study aims to address …

Wind speed power characteristics are essential in evaluating the state of the wind turbine.
The supervisory control and data acquisition (SCADA) data are massively collected and …

Deep learning-based incipient fault diagnostic techniques have achieved surprisingly well in
wind turbines. Due to component failures, wind turbines must undergo active maintenance …