An Adaptive Interval Construction Based GRU Model for Short-Term Wind Speed Interval Prediction Using Two Phase Search Strategy

An Adaptive Interval Construction Based GRU Model for Short-Term Wind Speed Interval Prediction Using Two Phase Search Strategy

The application of wind power is greatly restricted due to the volatility and intermittency of wind. It is a challenging task to quantify the uncertainty of wind speed prediction. To tackle such a challenge, an adaptive interval construction-based gated recurrent unit (GRU) model is proposed for dir...

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Bibliographic Details
Main Authors: Zhao-Hua Liu, Chang-Tong Wang, Hua-Liang Wei, Lei Chen, Xiao-Hua Li, Ming-Yang Lv
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Deep learning
time series
interval prediction
gated recurrent unit
dynamic inertia weight particle swarm optimization
short-term wind speed
Online Access:https://ieeexplore.ieee.org/document/10192081/

Internet

https://ieeexplore.ieee.org/document/10192081/

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