SOUIDI, IkramABID, SafaâBENAZZA, Baghdadi2024-09-122024-09-122024http://dspace.univ-temouchent.edu.dz/handle/123456789/5126Algeria, as an industrialized country, requires a reliable power supply to support its economic development. High-voltage power lines (HV) are crucial but vulnerable to anomalies, threatening the stability of the grid. Traditional inspection methods are ineffective and costly. This study proposes innovative and cost-effective solutions for the inspection and fault detection of power lines using drones and artificial intelligence (AI), aiming to improve the reliability and management of the electrical grid in Algeria.frligne électrique Haute Tension (HT), Intelligence Artificielle (IA), Drones, Détection des défauts.Thesis