Spare parts logistics serves as a vital infrastructure component for numerous industries worldwide, underpinning the effective maintenance and repair processes of machinery, vehicles, and various devices. This sector is critical for ensuring operational efficiency, minimizing downtime, and enhancing productivity across diverse fields including manufacturing, transportation, and technology.