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Novel image-free arc detection method for pantograph–catenary systems based on direct DWT–ANN signal analysis.

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Title: Novel image-free arc detection method for pantograph–catenary systems based on direct DWT–ANN signal analysis.
Authors: Elbelkasi, Mohamed S.1,2 (AUTHOR) m_elbelkasi@mans.edu.eg, Badran, Ebrahim A.1,3 (AUTHOR), Elkalashy, Nagy I.4 (AUTHOR), Abdel-Rahman, Mansour H.1 (AUTHOR)
Source: Scientific Reports. 6/19/2026, Vol. 16 Issue 1, p1-19. 19p.
Database: Academic Search Ultimate
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  Data: Novel image-free arc detection method for pantograph–catenary systems based on direct DWT–ANN signal analysis.
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 6/19/2026, Vol. 16 Issue 1, p1-19. 19p.
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        Value: 10.1038/s41598-026-56456-y
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        Text: English
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      – TitleFull: Novel image-free arc detection method for pantograph–catenary systems based on direct DWT–ANN signal analysis.
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              Text: 6/19/2026
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