Introduction: equipment rack linear modules ensure stable cycle instances, environmental security, and precise robot-sensor automation, supporting higher-throughput assembly traces with small downtime. As spring ushers in new manufacturing schedules and peak operational needs, assembly traces usually expose persistent worries in sustaining continu