In the Engineering discipline, prognostics play an essential role in improving system safety,
reliability and enabling predictive maintenance decision-making. Due to the adoption of …

Wind energy farms are moving into deeper and more remote waters to benefit from
availability of more space for the installation of wind turbines as well as higher wind speed …

Continuous monitoring of wind turbine health conditions using anomaly detection methods
can improve the reliability and reduce maintenance costs during operation of wind turbine …

Predictive maintenance has raised much research interest to improve the system reliability
of a wind turbine. This paper presents a new model based approach of integrated fault …

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 mass of ice on wind turbines blades is one of the main problems that energy companies
have in cold climates. This paper presents a novel approach to detect and classify ice …

With the increasing of the installed capacity of wind power, the condition monitoring and
maintains technique is becoming more important. Wind Turbines (WT) gearbox is one of the …

Wind turbine (WT) condition monitoring and anomaly detection based on Supervisory
Control and Data Acquisition (SCADA) data are helpful for wind power operators to organize …

Accurate power forecasting is of great importance to the turbine control and predictive
maintenance. However, traditional physics models and statistical models can no longer …

With the depletion of fossil energy, offshore wind power has become an irreplaceable
energy source for most countries in the world. In recent years, offshore wind power …