Federated edge-AI for reliable and privacy-preserving pipeline leak detection in drone swarms using neutrosophic sugeno-weber norms

Abstract The ability to monitor the safety of natural gas pipelines is guaranteed by leak detection. Systems are capable of responding quickly, and very precisely to events because delays during such events can lead to serious environmental consequences, hurt, damage, or even danger. Federated is a...

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Detalhes bibliográficos

Principais autores:	Rana Muhammad Zulqarnain, Muhammad Shazib Hameed, Ghulamullah Saeedi, Muntazim Abbas Hashmi, Eman Noreen, Muhammad Kamran, Vladimir Simic
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2026-03-01
coleção:	Scientific Reports
Assuntos:	Intuitionistic Neutrosophic Set Sugeno-Weber WASPAS Decision Making Gas pipelines Leak detection
Acesso em linha:	https://doi.org/10.1038/s41598-026-42794-4
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