Title :
Online measurement of equivalent salt deposit density by using optical technology
Author :
Wei Cai ; Heming Deng ; Guohua Zhou ; Jian Wang ; Fan Yang
Author_Institution :
State Grid Electr. Power Res. Inst., Wuhan, China
Abstract :
In this paper, the optical technology is used to monitor ESDD near insulators on transmission line. This technique is based on the light energy loss and the distribution of optical field in the dielectric waveguide. Under the same measure environment, there has the certain correlation between the ESDDs of the polluted insulators and the ones of the quartz glass rod. Based on the experimental results, artificial neural networks (ANN) has been developed to model the relationships between ESDD by the optical technology and the measured ones. The contrasts reveal that the ANN-calculated ESDDs have the same corresponding with the measured ones for a practical system.
Keywords :
computerised monitoring; density measurement; insulators; neural nets; optical glass; optical waveguides; power transmission lines; quartz; ANN; ESDD near insulator monitoring; artificial neural network; dielectric waveguide; online equivalent salt deposit density measurement; optical field distribution; optical technology; polluted insulator; quartz glass rod; transmission line; Artificial neural networks; Dielectric measurement; Glass; Insulators; Optical variables measurement; Pollution; Pollution measurement; Online measurement; Optical technology; ash density; equivalent salt deposit density(ESDD); humidity;
Journal_Title :
Dielectrics and Electrical Insulation, IEEE Transactions on
DOI :
10.1109/TDEI.2013.6508741