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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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 |