Title :
Application of Ultra-Wideband Sensors for On-Line Monitoring of Transformer Winding Radial Deformations–A Feasibility Study
Author :
Hejazi, Maryam Sadat Akhavan ; Ebrahimi, Javad ; Gharehpetian, Gevork B. ; Mohammadi, Mohammad ; Faraji-Dana, Reza ; Moradi, Gholamreza
Author_Institution :
Electr. Eng. Dept., Amirkabir Univ. of Technol., Tehran, Iran
fDate :
6/1/2012 12:00:00 AM
Abstract :
A new method for the on-line monitoring of transformer winding radial deformations using ultra-wideband sensors is presented in this paper. A wideband signal is sent to a simplified model of the transformer winding. The measurements of received signals from the model winding demonstrate the sensitivity of the proposed technique to the winding radial deformation. It is shown that the deformation volume can be estimated using a proposed index. Also, the amount of the radial deformation is estimated by using a regression tree based on features extracted by the wavelet transform.
Keywords :
computerised monitoring; deformation; fault trees; power system measurement; regression analysis; transformer windings; ultra wideband technology; wavelet transforms; feature extraction; online monitoring; radial deformation; regression tree; transformer winding; ultra wideband sensor; wavelet transform; wideband signal measurement; Deformable models; Monitoring; Oil insulation; Power transformers; Receiving antennas; Reflection; Windings; Condition monitoring; decision trees; discrete wavelet transforms; nondestructive testing; power transformers; time of arrival estimation; ultra wideband antennas; ultra wideband radar;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2011.2175723