Title :
Equivalent Thermal Model for Oil-immersed Transformer in Steel Works and Optimization of load
Author :
Shim, Sang-wook ; Seok, Jin-wook ; Won, Sang-Chul
Author_Institution :
Dept. of Electron. & Electr. Eng., Pohang Univ. of Sci. & Technol.
Abstract :
This paper shows the relation between the sequence of slabs and the life loss of oil-immersed power trans former in steel works. Firstly, equivalent thermal model for oil-immersed power transformer will be introduced. Using k-means clustering, current for slabs are classified into some current groups. To expect current groups of slabs that have not classified, a model for the system is needed. For this model, neural network with MLP(multi-layer perceptron) was used. Finally, some sequence of slabs, which affect the life loss, will be represented
Keywords :
multilayer perceptrons; power engineering computing; power transformers; slabs; transformer oil; equivalent thermal model; k-means clustering; load optimization; multilayer perceptron; neural network; oil-immersed power transformer; slab sequence; steel work; Milling machines; Multilayer perceptrons; Neural networks; Oil insulation; Power system modeling; Power transformers; Slabs; Steel; Temperature; Thermal loading; Equivalent thermal model; neural network; oil-immersed transformer;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.315444
