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Deep recurrent neural networks for water hammer transient prediction and dynamic protection optimization in long distance pipelines.

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Title: Deep recurrent neural networks for water hammer transient prediction and dynamic protection optimization in long distance pipelines.
Authors: Dong, Ru1 (AUTHOR) dongrulunwenyong@163.com, Du, Juan1 (AUTHOR) dujuan3418r@163.com, Liu, Cong1 (AUTHOR) liucong6026@126.com
Source: Scientific Reports. 3/6/2026, p1-26. 26p.
Database: Academic Search Ultimate
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  Data: Deep recurrent neural networks for water hammer transient prediction and dynamic protection optimization in long distance pipelines.
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 3/6/2026, p1-26. 26p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192231504
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      – Type: doi
        Value: 10.1038/s41598-026-41915-3
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      – Code: eng
        Text: English
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        PageCount: 26
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      – TitleFull: Deep recurrent neural networks for water hammer transient prediction and dynamic protection optimization in long distance pipelines.
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            NameFull: Dong, Ru
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            NameFull: Du, Juan
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              Text: 3/6/2026
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              Y: 2026
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