About: Adaptive Neuro-Fuzzy Inference System for Power Oil Transformer Diagnostics

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The adaptive neuro-fuzzy inference system for the diagnostics of power oil trans-formers is described in this paper. The system is based on the DGA methods where the ANFIS system is applied on the results. A new fuzzy system can be created or the original model of the diagnostic method according to the IEC 60599 standard can be adapted. The real data of gas concentrations was used for the learning process. The resulting accuracy of the optimized fuzzy model achieved up to 78% The adaptive neuro-fuzzy inference system for the diagnostics of power oil trans-formers is described in this paper. The system is based on the DGA methods where the ANFIS system is applied on the results. A new fuzzy system can be created or the original model of the diagnostic method according to the IEC 60599 standard can be adapted. The real data of gas concentrations was used for the learning process. The resulting accuracy of the optimized fuzzy model achieved up to 78% (en)
Title	Adaptive Neuro-Fuzzy Inference System for Power Oil Transformer Diagnostics Adaptive Neuro-Fuzzy Inference System for Power Oil Transformer Diagnostics (en)
skos:prefLabel	Adaptive Neuro-Fuzzy Inference System for Power Oil Transformer Diagnostics Adaptive Neuro-Fuzzy Inference System for Power Oil Transformer Diagnostics (en)
skos:notation	RIV/00216305:26210/11:PU94467!RIV12-MSM-26210___
http://linked.open...avai/riv/aktivita	S Z
http://linked.open...avai/riv/aktivity	S, Z(MSM0021630518)
http://linked.open...iv/cisloPeriodika	3
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Hammer, Miloš Ministr, Martin Janda, Ondřej Ertl, Jakub
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta strojního inženýrství
http://linked.open...dnocenehoVysledku	184589
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/11:PU94467
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	DGA, ANFIS, Fuzzy, IEC ratio, Transformer (en)
http://linked.open.../riv/klicoveSlovo	ANFIS DGA Fuzzy IEC ratio Transformer
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[417AC990E9EE]
http://linked.open...i/riv/nazevZdroje	MM Science Journal
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	4
http://linked.open...iv/tvurceVysledku	Ertl, Jakub Hammer, Miloš Janda, Ondřej Ministr, Martin
http://linked.open...n/vavai/riv/zamer	Simulation modelling of mechatronics systems
issn	1803-1269
number of pages	7 (xsd:int)
http://localhost/t...ganizacniJednotka	26210

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