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Introduction Maintenance operations are a critical aspect of any manufacturing or industrial process. Maintenance ensures that equipment, machinery, and facilities are in good working condition, minimizing the risk of accidents and disruptions in the production process. The application of lean principles in maintenance operations can lead to significant improvements in efficiency, quality, and cost-effectiveness. In…