The use of wind power, a pollution-free and renewable form of energy, to generate electricity
has attracted increasing attention. However, intermittent electricity generation resulting from …

In recent years, environmental considerations have prompted the use of wind power as a
renewable energy resource. However, the biggest challenge in integrating wind power into …

Reliable and accurate wind speed forecasting (WSF) is fundamental for efficient exploitation
of wind power. In particular, high accuracy short-term WSF (ST-WSF) has a significant …

With the fast growth of wind power penetration into the electric grid, wind power forecasting
plays an increasingly significant role in the secure and economic operation of power …

The actual wind speed data suffers from the intermittent and fluctuating property, which
implies that it is very difficult to forecast wind speed with high accuracy by applying single or …

Accurate forecasts of wind speed and wind power generation are essential for the effective
operation of a wind farm. This paper presents an improved radial basis function neural …

Generating accurate wind energy and/or power forecasts is crucially important for energy
trading and planning. The present study initially gives an extensive review of recent …

In the world, wind power is rapidly becoming a generation technology of significance.
Unpredictability and variability of wind power generation is one of the fundamental …

A novel bidirectional mechanism and a backward forecasting model based on extreme
learning machine (ELM) are proposed to address the issue of ultra-short term wind power …

Accurate wind speed forecasting is becoming increasingly important to improve and
optimize renewable wind power generation. Particularly, reliable short-term wind speed …