Uptime refers to the amount of time that equipment, machinery, or systems in the supply chain are operational and available for use. High uptime is essential for continuous production and efficient inventory flow. Maintaining high uptime involves preventive maintenance, timely repairs, and effective resource management. Equipment downtime can cause delays, inventory pileups, or shortages, adversely affecting supply chain performance and inventory optimization efforts.