A short-term forecasting method for photovoltaic power generation based on the TCN-ECANet-GRU hybrid model
Abstract Due to the uncertainty of weather conditions and the nonlinearity of high-dimensional data, as well as the need for a continuous and stable power supply to the power system, traditional regression analysis and time series forecasting methods are no longer able to meet the high accuracy requ...
Principais autores: | , , , |
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Formato: | Artigo |
Idioma: | English |
Publicado em: |
Nature Portfolio
2024-03-01
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coleção: | Scientific Reports |
Assuntos: | |
Acesso em linha: | https://doi.org/10.1038/s41598-024-56751-6 |