Predictive Maintenance: Predicting Machine Failure using Sensor Data with XGBoost and Python
Predictive maintenance is a game-changer for the modern industry. Still, it is based on a simple idea: By using machine … Read more
Predictive Maintenance
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Predictive maintenance is a strategy for maintaining equipment and machinery that uses data and machine learning algorithms to predict when equipment is likely to fail or require maintenance. It allows organizations to schedule maintenance and repairs proactively, before a breakdown occurs, rather than reactively, after a breakdown has occurred. This can help reduce downtime, increase equipment lifespan, and lower maintenance costs. It also helps to optimize the inventory and spare parts, reduce the cost of maintenance, and improve the safety of the equipment.