Title :
Statistical texture analysis of morphological changes in pressboard insulation due to thermal aging and partial discharges
Author :
Jacob, Nathan D. ; Oliver, Derek R. ; Sherif, Sherif S. ; Kordi, Behzad
Author_Institution :
Manitoba Hydro High Voltage Test Facility, Manitoba Hydro, Winnipeg, MB, Canada
Abstract :
Power transformer pressboard insulation is subject to thermal aging effects during normal operation that can result in micrometer-scale physical/morphological changes to its surface. Such surface irregularities can increase the likelihood of particle/contaminant attachment to pressboard surfaces or static electrification of oil flowing along these surfaces. Both phenomena can lead to partial discharges which can ultimately lead to insulation failure. In this work, pressboard samples were thermally stressed in air inside an oven to produce pressboards with differing levels of thermal aging and therefore varying surface irregularities. Another set of samples were immersed in insulating oil after thermal stressing, and stressed electrically to produce surface tracking partial discharges. A statistical texture analysis of the thermally and electrically stressed samples was used to demonstrate that the surface condition of pressboard samples were affected by thermal deterioration and the presence of partial discharges.
Keywords :
ageing; image texture; optical microscopy; paper; partial discharges; power transformer insulation; statistical analysis; thermal stresses; electrical stress; morphological change; partial discharges; power transformer pressboard insulation; statistical texture analysis; surface tracking partial discharge; thermal aging; thermally stress; Aging; Degradation; Discharges (electric); Partial discharges; Power transformers; Surface discharges; Surface morphology; Power transformers; accelerated aging; image classification; image texture analysis; microscopy; oil-insulation; partial discharge;
Conference_Titel :
Electrical Insulation Conference (EIC), 2015 IEEE
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4799-7352-1
DOI :
10.1109/ICACACT.2014.7223486