The investigation consists of taking data from the insulator chains of the 220 kV voltage for lines located in the coastal areas of Peru, in this case line 2212 from Huacho to Zapallal was chosen and the data consists of audios and images taken in hours at night when there is low temperature and high relative humidity, with the objective of identifying the characteristics that show the occurrence of effluvia that are atmospheric discharges due to the voltage of the line and the environmental conditions, this phenomenon is known as the Corona effect. Data were taken during the months of October 2020 June and July 2022, being more than 20 thousand archives of video, audio, and data (collected in csv type files), allowing to determine that the Corona effect does not manifest itself during the moments of lowest temperature. This allows redefining the maintenance strategy to be more effective in combating the damage to the insulators.
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