Core Power Losses Estimation of Wound Core Distribution Transformers with Support Vector Machines

Author

Passadis, Kostantinos ; Loizos, George

Author_Institution

Control Centers IT & Support Branch, HTSO S.A., Athens, Greece

fYear

2009

fDate

18-20 June 2009

Firstpage

1

Lastpage

4

Abstract

Accurate estimation of the core power losses in the transformer design is essential. It saves engineering man-hours, reduces delivery cycle, optimizes the use of core materials and maximizes energy efficiency. The aim of this paper is to demonstrate how support vector machines method can be used in regression mode to estimate core power losses. The findings of this work and the methodology used are compared to other relevant methods and alternatives.

Keywords

distribution networks; estimation theory; losses; power transformers; regression analysis; support vector machines; transformer cores; accurate estimation; core power losses estimation; regression mode; support vector machines; transformer design; wound core distribution transformers; Copper; Costs; Design engineering; Magnetic cores; Magnetic materials; Manufacturing; Power engineering and energy; Support vector machines; Transformer cores; Wounds;

fLanguage

English

Publisher

ieee

Conference_Titel

Systems, Signals and Image Processing, 2009. IWSSIP 2009. 16th International Conference on

Conference_Location

Chalkida

Print_ISBN

978-1-4244-4530-1

Electronic_ISBN

978-1-4244-4530-1

Type

conf

DOI

10.1109/IWSSIP.2009.5367762

Filename

5367762