Title :
Diagnostic method for the faults in substation transformers by the self-organizing map (SOM)
Author :
Kobayashi, Takuma ; Inui, Masahiro ; Oda, Ryota ; Ohki, Makoto ; Ohkita, Masaaki
Author_Institution :
Tottori Prefecture, Japan
Abstract :
Internal unusual diagnosis of the power transformers is important for carrying out stable supply of the electric power. In this paper, the method of perform unusual diagnosis of an oil filled transformer using the self-organizing map (SOM) is proposed.
Keywords :
fault location; power engineering computing; power transformer testing; self-organising feature maps; diagnostic method; electric power; oil filled transformer; power transformers; self-organizing map; substation transformer fault; Degradation; Dielectrics and electrical insulation; Employment; Friction; Gas insulation; Oil insulation; Petroleum; Power transformer insulation; Power transformers; Substations;
Conference_Titel :
Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
Print_ISBN :
0-7803-8346-X
DOI :
10.1109/MWSCAS.2004.1354164
