Prediction method of photovoltaic power based on combination of CEEMDAN-SSA-DBN and LSTM

Aiming at the problem of high fluctuation and instability of photovoltaic power, a photovoltaic power prediction method combining two techniques has been proposed in this study. In this method, the fast correlation filtering algorithm has been used to extract the meteorological features having a str...

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Bibliographic Details
Main Authors: Yuan Jianhua, Gao Yanling, Xie Binbin, Li Hongqiang, Jiang Wenjun
Format: Article
Language:English
Published: EDP Sciences 2023-01-01
Series:Science and Technology for Energy Transition
Subjects:
Online Access:https://www.stet-review.org/articles/stet/full_html/2023/01/stet20230047/stet20230047.html