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  Artificial intelligence algorithms for predictive maintenance in manufacturing AI in manufacturing's  Introduction : In the fast-paced world of manufacturing, maintaining optimal efficiency and productivity is crucial for success. Any unexpected equipment breakdowns or failures can lead to costly downtime, reduced output, and dissatisfied customers. This is where the concept of predictive maintenance comes into play, revolutionizing the way manufacturers tackle maintenance challenges.   Predictive maintenance leverages advanced technologies to predict when and how equipment failures may occur, allowing proactive measures to be taken before any disruption to operations. And at the forefront of this informativeness  approach is artificial intelligence (AI) , with its powerful algorithms and data-driven insights.   Benefits of Predictive Maintenance in Manufacturing:   1.  Minimizing downtime:  Predictive maintenance reduces unplanned downtime by identifying and addressing potentia