Wind energy, which is clean, inexhaustible and free, has been used to mitigate the crisis of
conventional resource depletion. However, wind power is difficult to implement on a large …

A minor deviation in wind speed causes large deviation in the output power of wind turbine
because of cubic bond association between these two parameters. Therefore, a precise …

It is important to forecast the wind speed for managing operations in wind power plants.
However, wind speed prediction is extremely complex and difficult due to the volatility and …

Regardless of the rapid development of wind power capacity installation around the world,
wind curtailment is a severe problem to be solved. Wind curtailment can cause abundant …

High-quality datasets are of paramount importance for the operation and planning of wind
farms. However, the datasets collected by the supervisory control and data acquisition …

With the rapid development of wind power industry recently, huge data source are
accumulated by the widespread supervisory control and data acquisition systems. The data …

The WRF model cannot produce an accurate wind speed prediction to guarantee the steady
operation of wind farms due to the inability of wind farms to acquire meteorological …

Due to the significant increase of the number of wind-based electricity generation systems, it
is important to have accurate information on their operational characteristics, which are …

Wind energy has been widely used in recent decades to achieve green and sustainable
development. However, wind speed prediction in wind farm clusters remains one of the less …

In real-world datasets, missed data is often expected due to sensor errors, environmental
conditions, communication errors, and other technical limitations. These factors can affect …