Core Power Losses Estimation of Wound Core Distribution Transformers with Support Vector Machines
- Resource Type
- Conference
- Authors
- Passadis, Kostantinos; Loizos, George
- Source
- 2009 16th International Conference on Systems, Signals and Image Processing Systems, Signals and Image Processing, 2009. IWSSIP 2009. 16th International Conference on. :1-4 Jun, 2009
- Subject
- Computing and Processing
Components, Circuits, Devices and Systems
Signal Processing and Analysis
Transformer cores
Wounds
Support vector machines
Magnetic cores
Magnetic materials
Copper
Power engineering and energy
Design engineering
Costs
Manufacturing
- Language
- ISSN
- 2157-8672
2157-8702
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.