Short-term Wind Speed Prediction Based on Wavelet Packet Decomposition and BP Neural Network

Short-term Wind Speed Prediction Based on Wavelet Packet Decomposition and BP Neural Network

In this paper, a short-term wind speed prediction method based on BP neural network and wavelet packet decomposition was proposed to solve the problem of insufficient accuracy of wind speed prediction introduced by unstable wind speed signals. The unstable wind speed signal is transformed into a rel...

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Bibliographic Details
Main Authors: WANG Ning, LUO Rubin, LIAO Jun, LI Jun, JIANG Yi, YANG Zechuan, YUAN Junjie
Format: Article
Language:zho
Published: Editorial Office of Control and Information Technology 2019-01-01
Series:Kongzhi Yu Xinxi Jishu
Subjects:
situation awareness
wavelet packet decomposition
BP neural network
short-term wind speed prediction
aerostat
flight control
Online Access:http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2019.04.300
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