Categorization Method of Power Supply Quality Events Using Rule-Based Decision Trees, Combining Traditional Indices With Higher-Order Statistics

Remigio Carmona, Paula; Florencias Oliveros, Olivia; González de la Rosa, Juan José

doi:https://doi.org/10.1049/ell2.70189

Identificadores

URI: http://hdl.handle.net/10498/36878

DOI: https://doi.org/10.1049/ell2.70189

ISSN: 0013-5194, 1350-911X

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OA_2025_0275.pdf (648.2Kb)

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Autor/es

Remigio Carmona, Paula

; Florencias Oliveros, Olivia

; González de la Rosa, Juan José

Fecha

2025

Departamento/s

Ingeniería en Automática, Electrónica, Arquitectura y Redes de Computadores

Fuente

Electronics Letters - 2025, Vol. 61 n.1

Resumen

This letter presents a novel method for power quality event detection using higher-order statistical indicators and rule-based decision trees. The method achieves up to 90% efficiency in the most challenging cases and excels in hybrid event classification, increasingly common in modern grids. Its simplicity enables fast execution and real-time applicability, making it a robust complement to traditional visualization tools.

Colecciones

Artículos Científicos [11595]
Articulos Científicos Ing. Sis. Aut. [180]
Artículos Científicos IVAGRO [718]

Esta obra está bajo una Licencia Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 Internacional

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