Examinando por Materia "ALMACENAMIENTO DE ENERGÍA"
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Ítem Identificación de anomalías en el aislamiento de líneas de transmisión a partir de imágenes(Universidad EAFIT, 2024) Sánchez Echeverri, Daniel Alonso; Martínez Vargas, Juan David; Valencia Díaz, EdisonCurrently, the maintenance of electric power transmission lines is based on inspection tasks that require long journeys over complex terrain to determine the condition of this infrastructure. Technological advances in unmanned aerial vehicles, also known as drones, have allowed some inspection tasks to be performed remotely, capturing photographs of the infrastructure. These images are then analyzed to identify the physical condition of the assets. However, processing and visualization is a manual procedure that requires hours of review to identify problems. In this context, the present work proposes the use of artificial vision algorithms, in order to identify the elements of the network that present anomalies, affecting the normal operation of the electric power transmission system. With this strategy, it is expected to improve the efficiency in the identification of problems in the electric power infrastructure, reducing the time and costs associated with the manual review of the images obtained by the drones. The dataset has been obtained from a company in the electric power sector in Colombia. In this paper, for reasons of data protection and business ethics, the company has been anonymized and renamed as Empresa de Energía EE.