Ponencia
New Methods To Detect Non-Technical Losses On Power Utilities
Autor/es | Monedero Goicoechea, Iñigo Luis
Biscarri Triviño, Félix León de Mora, Carlos Guerrero Alonso, Juan Ignacio Biscarri Triviño, Jesús Millán, Rocío |
Departamento | Universidad de Sevilla. Departamento de Tecnología Electrónica |
Fecha de publicación | 2009-09 |
Fecha de depósito | 2024-01-31 |
Publicado en |
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Resumen | A non-technical loss is defined as any consumed energy or service which is not billed because of measurement equipment failure or ill-intentioned and fraudulent manipulation of said equipment. This paper describes new ... A non-technical loss is defined as any consumed energy or service which is not billed because of measurement equipment failure or ill-intentioned and fraudulent manipulation of said equipment. This paper describes new approaches to the detection of these for electrical companies. Concretely two different methods are proposed: one based on the detection by means of a clustering process with decision trees and another one with a simple but effective algorithm that allows detecting the customers with drastic drops of consumption. The analysis and the obtained results correspond to real customers of Endesa Company (one of the most important electrical companies of Spain). |
Cita | Monedero Goicoechea, I.L., Biscarri Triviño, F., León de Mora, C., Guerrero Alonso, J.I., Biscarri Triviño, J. y Millán, R. (2009). New Methods To Detect Non-Technical Losses On Power Utilities. En 13th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 2009) Palma de Mallorca (España): A Scientific and Technical Company (ACTA Oress). |
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