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Insulator Condition Analysis ForInsulator Condition Analysis For
Overhead Distribution LinesOverhead Distribution Lines
Overview
• Introduction
• Literature review
• Monitoring process
• Conclusion
• Scope for further studies
• Reference
•Feature extraction of insulators
•Condition analysis of insulators
Introduction
Importance of insulator monitoring.
Wellbeing analysis.
Significance of wellbeing analysis.
Steps involved.
Monitoring system.
Literature review
• V. S. Murthy,Insulator Condition Analysis for Overhead
Distribution Lines,2010.
• V. Vapnik, S. Golowich, and A. Smola. Support vector
method for function approxi-mation, regression
estimation, and signal processing. In M. Mozer, M.
Jordan, andT. Petsche, editors, Advances in Neural
Information Processing Systems 9, pages 281–287,
Cambridge, MA, 1997. MIT Press.
Monitoring Process.
• Feature extraction of insulator
• Condition analysis of insulators
1..Feature extraction
• Done by using wavelets multi resolution analysis
The wavelet transform is given by…
C – Wavelet transform
a – Wavelet scale
f – Wavelet position
φ – Wavelet function
Mother wavelets used..
• Impimentation of DWT through sub-band
coding
2..Condition analysis
Condition
indices
obtained
from
SVM (I)
Conclusion
Advantages:-
• Improves efficiency.
• Gives flexibility.
Disadvantages:-
• Instalation of cameras.
• Can’t account non visual defects.
Scope of further study
• Usage of thermal cameras instead.
Reference
• C. L. Keyes, D. Shmotkin, C. D. Ryff, “Optimizing well-
being: The empirical encounter of two traditions”, J.
Personality and Social Psychology, Vol. 82(6), pp. 1007-
1022, 2002.
• C. C. Whitworth, A. W. G. Duller, D. I. Jones and G.
K. Earp, “Aerial video inspection of power lines",
Power Engineering J., Vol.15(1), pp. 25–32, 2001.
• A. Jain Fundamentals of Digital Image Processing,
Prentice-Hall, 1989.
Thank You……

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Insulator Condition Analysis For Overhead Distribution Lines