Interpretable wind speed forecasting with meteorological feature exploring and two-stage decomposition
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Reference56 articles.
1. A convolutional Transformer-based truncated Gaussian density network with data denoising for wind speed forecasting;Wang;Appl Energy,2023
2. Two-stage stochastic-based scheduling of multi-energy microgrids with electric and hydrogen vehicles charging stations, considering transactions through pool market and bilateral contracts;Nasir;Int J Hydrogen Energy,2023
3. The role of smart communities integrated with renewable energy resources, smart homes and electric vehicles in providing ancillary services: a tri-stage optimization mechanism;Tong;Appl Energy,2023
4. Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism;Shang;Expert Syst Appl,2023
5. Day-ahead scheduling of 100% isolated communities under uncertainties through a novel stochastic-robust model;Tostado-Véliz;Appl Energy,2022
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