Short-Term Power Forecasting and Uncertainty Analysis of Wind Farm at Multiple Time Scales

Short-Term Power Forecasting and Uncertainty Analysis of Wind Farm at Multiple Time Scales

Wind power poses a challenge to the stability of the power grid due to its unpredictability and intermittency. This study aims to analyze the forecasting law and uncertainties of short-term wind farm power forecasting (WFPF) at various time scales, in order to support the stability of energy generat...

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Bibliographic Details
Main Authors: Tianren Zhang, Yuping Huang, Hui Liao, Xianfu Gong, Bo Peng
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Wind farm power forecasting (WFPF)
uncertainty analysis
WOA-CNN-BiLSTM
non-parametric kernel density estimation (NPKDE)
cloud model (CM)
Online Access:https://ieeexplore.ieee.org/document/10433497/

Internet

https://ieeexplore.ieee.org/document/10433497/

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