Publication: Noise and Vibration Analysis of Dry-Type Power Transformer for Monitoring and Data Mining Applications
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Abstract
An important source of transformer noise is magnetostrictive vibration of the magnetic core. This paper outlines some important effects of vibration on aging due to the deterioration of insulation by on-line measurement. The acceleration in the XYZ axis is telling the model of the vibrational force. A large amount of data can be collected as a database for maintenance decisions and take care of electrical insulation. Finally, collect data into the data management process using data mining. Storage data is much smaller approximately 1.17% as compared to all data.
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Keywords
data mining, dry type transformer, noise, noise monitoring, power transformer
Citation
2019 22nd International Conference on Electrical Machines and Systems Icems 2019, 2019
