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This article explores the fatigue behavior of high-strength steel wires while considering the coupled effects of multiple corrosion-pitting phenomena. The research investigates how various corrosion conditions influence the fatigue life and structural integrity of steel wires, with practical implications for industrial applications in construction, aerospace, and automotive industries.