Classification of degradation in oil-impregnated cellulose insulation using texture analysis of optical microscopy images
详细信息 查看全文
- 作者：Nathan D. Jacoba ; b ; njacob@hydro.mb.ca" class="auth_mail" title="E-mail the corresponding author ; Hamid Hassanzadeha ; hassanzh@myumanitoba.ca" class="auth_mail" title="E-mail the corresponding author ; Derek R. Olivera ; derek.oliver@Umanitoba.Ca" class="auth_mail" title="E-mail the corresponding author ; Sherif S. Sherifa ; sherif.sherif@umanitoba.ca" class="auth_mail" title="E-mail the corresponding author ; Behzad Kordia ; behzad.kordi@umanitoba.ca" class="auth_mail" title="E-mail the corresponding author
- 关键词：Power transformers ; Paper-oil insulation ; Life estimation ; Microscopy ; Image texture analysis ; Image classification
- 刊名：Electric Power Systems Research
- 出版年：2016
- 出版时间：April 2016
- 年：2016
- 卷：133
- 期：Complete
- 页码：104-112
- 全文大小：3591 K
文摘
- class="listitem" id="list_lis0005">
- class="label">•
Thermal aging of transformer paper insulation.
- class="label">•
Textural analysis of thermally degraded transformer paper insulation.
- class="label">•
Image processing of paper insulation microscopic images.
- class="label">•
Spatial gray level dependence matrix (SGLDM) technique used.
- class="label">•
Pattern recognition techniques used for classifying aged paper.
- class="label">•
Experimental evaluation performed.