Fault Location in distribution systems with distributed generation using Support Vector Machines and smart meters

Ramon Perez, Carmen Vasquez

Research output: Contribution to conferencePaper

6 Scopus citations

Abstract

© 2016 IEEE. In this paper the fault location is presented in distribution systems with distributed generation using Support Vector Machines and information provided by smart meters located on the system. Different types of faults that can occur in a distribution system are simulated for fault resistances 5 to 30 Ohms in steps of 5 Ohms. Support Vector Machines were trained with effective voltage values measured at the substation in distributed generation and smart meters. The results show that the accuracy in locating all types of failure is higher than 87%, demonstrating a fortress in this tool.
Translated title of the contributionLocalización de averías en sistemas de distribución con generación distribuida mediante máquinas vectoriales de apoyo y contadores inteligentes.
Original languageEnglish (US)
DOIs
StatePublished - 21 Nov 2016
Event2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016 - Quito, Ecuador
Duration: 12 Oct 201614 Oct 2016

Conference

Conference2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016
Abbreviated titleETCM 2016
Country/TerritoryEcuador
CityQuito
Period12/10/1614/10/16

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