Runoff Prediction Based on VMD-LSTM-ARMA Model

Runoff Prediction Based on VMD-LSTM-ARMA Model

To increase the accuracy of runoff prediction,a combined prediction model is proposed to solve the problems of runoff prediction.This model consists of the variational mode decomposition (VMD),long and short-term memory (LSTM) network,and autoregressive moving average (ARMA).To reduce the complexity...

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Bibliographic Details
Main Authors: LUO Cankun, LIU Hao, HUANG Xin, SHAO Zhuang
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2023-01-01
Series:Renmin Zhujiang
Subjects:
runoff forecast
variational mode decomposition
long short-term memory network
autoregressive moving average
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2023.04.012
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http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2023.04.012

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