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A novel data balancing approach and a deep fractal network with light gradient boosting approach for theft detection in smart grids

Electricity theft is the largest type of non-technical losses faced by power utilities around the globe. It not only raises revenue losses to the utilities but also leads to lethal fires and electric shocks at distribution side. In the past, field operation groups were sent by the utilities to condu...

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Detalles Bibliográficos
Autores principales: Naeem, Afrah, Javaid, Nadeem, Aslam, Zeeshan, Nadeem, Muhammad Imran, Ahmed, Kanwal, Ghadi, Yazeed Yasin, Alahmadi, Tahani Jaser, Ghamry, Nivin A., Eldin, Sayed M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480595/
https://www.ncbi.nlm.nih.gov/pubmed/37681137
http://dx.doi.org/10.1016/j.heliyon.2023.e18928