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