DocumentCode :
2589587
Title :
Non Linear Regression Model to Predict Flashover of Nonceramic Insulators
Author :
Venkataraman, S.
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ
fYear :
2006
fDate :
17-19 Sept. 2006
Firstpage :
663
Lastpage :
666
Abstract :
This work is based on the application of non-linear regression analysis technique to develop a model for prediction of flashover voltage of non-ceramic insulators (NCIs). The superiority of nonlinear model over a linear model is demonstrated. Surface resistance measurement and flashover experiments were performed with field aged samples. This work finds applications in distribution class insulators and can be extended for higher voltage class of insulators.
Keywords :
flashover; high-voltage engineering; insulator testing; regression analysis; surface resistance; distribution class insulators; field aged samples; flashover voltage prediction; high-voltage insulator; nonceramic insulators; nonlinear regression model; surface resistance measurement; Aging; Electrical resistance measurement; Flashover; Insulation; Linear regression; Performance evaluation; Predictive models; Regression analysis; Surface resistance; Voltage; Flashover; Gauss Newton iteration; Regressor variable; Response variable; Surface resistance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Symposium, 2006. NAPS 2006. 38th North American
Conference_Location :
Carbondale, IL
Print_ISBN :
1-4244-0227-1
Electronic_ISBN :
1-4244-0228-X
Type :
conf
DOI :
10.1109/NAPS.2006.359643
Filename :
4201386
Link To Document :
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