“In the field of Al Mg Si alloy wires for overhead transmission, expert systems have studied their fatigue performance evolution and damage mechanism, revealing the evolution mechanism of the proportion of fatigue fracture characteristic zones, and providing solutions for the safe operation of transmission lines.”