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

Elbelkasi MS, Badran EA, Elkalashy NI, Abdel-Rahman MH

DOI: 10.1038/s41598-026-56456-y
Published: 2026 Jun 19
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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BibTeX

@article{allodium:10.1038/s41598-026-56456-y,
  title = {Novel image-free arc detection method for pantograph-catenary systems based on direct DWT-ANN signal analysis.},
  author = {Elbelkasi MS and Badran EA and Elkalashy NI and Abdel-Rahman MH},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-56456-y},
  url = {https://doi.org/10.1038/s41598-026-56456-y}
}

RIS

TY  - JOUR
TI  - Novel image-free arc detection method for pantograph-catenary systems based on direct DWT-ANN signal analysis.
AU  - Elbelkasi MS
AU  - Badran EA
AU  - Elkalashy NI
AU  - Abdel-Rahman MH
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-56456-y
UR  - https://doi.org/10.1038/s41598-026-56456-y
ER  -

APA

MS, E., EA, B., NI, E., & MH, A. (2026). Novel image-free arc detection method for pantograph-catenary systems based on direct DWT-ANN signal analysis.. Scientific reports. https://doi.org/10.1038/s41598-026-56456-y

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pubmed · retrieved 2026-11-10T14:35:54.918Z