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The Automotive industry must constantly evolve to meet market demands and regulatory requirements. It embraces continual production processes for incremental upgrades, on-the-go maintenance, and total quality control. Despite these efforts, sudden equipment failures still occur due to reactive maintenance strategies. The resulting unplanned production downtime leads to significant revenue losses and unsafe work environments.

To address these challenges, real-time monitoring of machine health and the adoption of a Predictive Maintenance model become essential for the automotive industry. Proactively identifying and resolving maintenance needs allows the industry to achieve sustainable plant reliability objectives. By minimizing unplanned downtime and maximizing asset performance, automotive manufacturers can maintain competitiveness and ensure safety and productivity in their operations.