@inproceedings{5032ae2ba915488185859587fe6fd886,
title = "Image Processing Based Estimation of Ceramic Insulator Pollution Levels",
abstract = "Traditional inspection methods of pollution deposition on ceramic insulators are impractical and are hence avoided by utilities due to the need for extended power system outage. This paper presents a novel method of pollution level estimation that can be performed on live power lines with the aid of image processing and pattern recognition. The proposed solution is tested under both fixed and variable testing conditions with four different classifiers; all yielding very high classification accuracies. Thereafter, the resilience of the system to a variation of operating conditions is demonstrated.",
author = "Ismail Patel and Issam Maarouf and Sohil Soltan and Ahmad Saad and Anwar Al-Taher and Ayman El-Hag and Khaled Assaleh",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 5th International Conference on Electric Power and Energy Conversion Systems, EPECS 2018 ; Conference date: 23-04-2018 Through 25-04-2018",
year = "2018",
month = aug,
day = "21",
doi = "10.1109/EPECS.2018.8443543",
language = "English",
isbn = "9781538664575",
series = "2018 5th International Conference on Electric Power and Energy Conversion Systems, EPECS 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2018 5th International Conference on Electric Power and Energy Conversion Systems, EPECS 2018",
address = "United States",
}