U-Convolutional model for spatio-temporal wind speed forecasting
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Forecasting"
DOI: 10.1016/j.ijforecast.2020.10.007
Abstract: Abstract The increasing penetration of intermittent renewable energy in power systems brings operational challenges. One way of supporting them is by enhancing the predictability of renewables through accurate forecasting. Convolutional Neural Networks (Convnets) provide a… read more here.
Keywords: spatio temporal; forecasting convolutional; convolutional model; temporal wind ... See more keywords
Spatial-Temporal Wind Power Probabilistic Forecasting Based on Time-Aware Graph Convolutional Network
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Sustainable Energy"
DOI: 10.1109/tste.2024.3389023
Abstract: Spatial-temporal wind power prediction is of enormous importance to the grid-connected operation of multiple wind farms in the wind power system. However, most of the conventional methods are usually limited to predicting an individual wind… read more here.
Keywords: wind; temporal wind; time; wind power ... See more keywords