Abstract: This paper expounds the application of artificial intelligence algorithm in the fault diagnosis of high-voltage transmission lines, and analyzes the intelligent maintenance technology. The case proves the effectiveness of intelligent algorithms in improving accuracy, shortening diagnosis time, and enabling higher frequency data acquisition.