ELM-QR-Based Nonparametric Probabilistic Prediction Method for Wind Power

ELM-QR-Based Nonparametric Probabilistic Prediction Method for Wind Power

Wind power has significant randomness. Probabilistic prediction of wind power is necessary to solve the problem of safe and stable power grid dispatching with the integration of large-scale wind power. Therefore, this paper proposes a novel nonparametric probabilistic prediction model for wind power...

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Bibliographic Details
Main Authors: Honghai Niu, Yu Yang, Lingchao Zeng, Yiguo Li
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Energies
Subjects:
ELM-QR
nonparametric probabilistic prediction
wind power forecasting
extreme learning machine
quantile regression
comprehensive performance evaluation index
Online Access:https://www.mdpi.com/1996-1073/14/3/701

Internet

https://www.mdpi.com/1996-1073/14/3/701

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