An ultra-short-term wind speed forecasting model based on time scale recognition and dynamic adaptive modeling

•Explore the influence of wind process time scale on wind speed fluctuation law.•Propose wind speed forecasting model utilize time scale information of wind process.•Adopt complex network to mining the morphological characteristic of wind curve.