Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism
Author:
Funder
China Postdoctoral Science Foundation
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference46 articles.
1. Attention-based recurrent neural network for multistep-ahead prediction of process performance;Aliabadi;Computers & Chemical Engineering,2020
2. A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer;Altan;Applied Soft Computing,2021
3. Componentnet: Processing U-and V-components for spatio-Temporal wind speed forecasting;Bastos;Electric Power Systems Research,2021
4. A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL;Chen;Energy Conversion and Management,2019
5. Multifactor spatio-temporal correlation model based on a combination of convolutional neural network and long short-term memory neural network for wind speed forecasting;Chen;Energy Conversion and Management,2019
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