Combined flow prediction model for natural gas pipeline network based on EMD-Attention-GRU

In order to overcome the deficiency of the traditional time series prediction method in flow prediction of natural gas pipeline networks, a combined prediction model based on Empirical Mode Decomposition (EMD), Attention and Gated Recurrent Unit (GRU) was proposed. Specifically, the model is to subs...

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Bibliographic Details
Main Authors: Jiacheng MEN, Yuguang FAN, Lin GAO, Hongxian LIN, Ke ZHANG
Format: Article
Language:zho
Published: Editorial Office of Oil & Gas Storage and Transportation 2023-10-01
Series:You-qi chuyun
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Online Access:https://yqcy.pipechina.com.cn/cn/article/doi/10.6047/j.issn.1000-8241.2023.10.013
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